diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv" --- "a/SpaceInvadersNoFrameskip-v4.csv" +++ "b/SpaceInvadersNoFrameskip-v4.csv" @@ -0,0 +1,1271 @@ +Ranking,User,Model,Results,Mean Reward,Std Reward +1,"NorbertRop","qrdqn-SpaceInvadersNoFrameskip-v4",2701.94,6264.0,3562.06 +2,"sgoodfriend","dqn-impala-SpaceInvadersNoFrameskip-v4",2035.98,2510.31,474.33 +3,"Corianas","qrdqn-3frame-SpaceInvadersNoFrameskip-v4_3.loadbest",1444.08,4381.0,2936.92 +4,"meln1k","qrdqn-SpaceInvadersNoFrameskip-v4",1429.54,2581.5,1151.96 +5,"sgoodfriend","ppo-impala-SpaceInvadersNoFrameskip-v4",1368.0300000000002,2179.69,811.66 +6,"jackoyoungblood","qrdqn-SpaceInvadersNoFrameskip-v4",1288.15,2441.5,1153.35 +7,"rebolforces","qrdqn-SpaceInvadersNoFrameskip-v4",1250.3899999999999,2053.0,802.61 +8,"dussinus","qrdqn-SpaceInvadersNoFrameskip-v4",1238.4299999999998,2059.5,821.07 +9,"threite","dqn-SpaceInvadersNoFrameskip-v4",1187.2,1859.0,671.8 +10,"sgoodfriend","dqn-SpaceInvadersNoFrameskip-v4",1125.5,1389.69,264.19 +11,"sb3","qrdqn-SpaceInvadersNoFrameskip-v4",1060.7,2169.0,1108.3 +12,"markeidsaune","dqn-SpaceInvadersNoFrameskip-v4",1059.07,1170.0,110.93 +13,"Corianas","qrdqn-3Frame-SpaceInvadersNoFrameskip_1.best",986.09,1855.5,869.41 +14,"jacobthebanana","dqn-SpaceInvadersNoFrameskip-v4",920.65,1115.5,194.85 +15,"Chris1","qrdqn-SpaceInvadersNoFrameskip-v4",904.95,1647.0,742.05 +16,"thien1892","dqn-SpaceInvadersNoFrameskip-v4-2",889.37,1248.5,359.13 +17,"osanseviero","TEST_VM_ppo-SpaceInvadersNoFrameskip-v43",879.0,879.0,0.0 +18,"mcaoun","dqn-spaceinvaders",878.97,1603.0,724.03 +19,"iblub","dqn-SpaceInvadersNoFrameskip-v4",876.24,1415.0,538.76 +20,"micheljperez","dqn-SpaceInvadersNoFrameskip-v4",841.2,1092.0,250.8 +21,"micheljperez","dqn-SpaceInvadersNoFrameskip-v4-2",841.2,1092.0,250.8 +22,"sgoodfriend","a2c-SpaceInvadersNoFrameskip-v4",838.78,1084.06,245.28 +23,"Corianas","qrdqn-3Frame-SpaceInvadersNoFrameskip_1",810.41,1582.0,771.59 +24,"bitcloud2","dqn-SpaceInvadersNoFrameskip-v4",802.9,1295.0,492.1 +25,"Corianas","dqn-SpaceInvadersNoFrameskip-v4_2",764.0699999999999,1136.5,372.43 +26,"Nishant91","dqn-SpaceInvadersNoFrameskip-v4",748.4300000000001,942.5,194.07 +27,"erniechiew","dqn-SpaceInvadersNoFrameskip-v4",707.46,1021.5,314.04 +28,"schrilax","dqn-SpaceInvadersNoFrameskip-v4",705.3199999999999,1129.5,424.18 +29,"ulevitsky","dqn-SpaceInvadersNoFrameskip-v4",694.8,980.0,285.2 +30,"0xid","dqn-SpaceInvadersNoFrameskip-v4",686.31,1051.5,365.19 +31,"sgoodfriend","ppo-SpaceInvadersNoFrameskip-v4",674.97,1023.12,348.15 +32,"Kastakin","dqn-SpaceInvadersNoFrameskip-v4",670.4100000000001,986.0,315.59 +33,"joefarrington","dqn-SpaceInvadersNoFrameskip-v4",663.0699999999999,977.0,313.93 +34,"makaveli10","dqn-space-invaders",661.61,905.0,243.39 +35,"0xid","qrdqn-SpaceInvadersNoFrameskip-v4",652.19,1528.0,875.81 +36,"malibanekg","dqn-SpaceInvadersNoFrameskip-v4",651.15,998.5,347.35 +37,"klashenrik","dqn-SpaceInvadersNoFrameskip-v4",648.21,991.0,342.79 +38,"massimowww","dqn-SpaceInvadersNoFrameskip-v4",646.38,1026.0,379.62 +39,"ArneL2206","dqn-SpaceInvadersNoFrameskip-v4",644.98,922.0,277.02 +40,"qgallouedec","ppo-SpaceInvadersNoFrameskip-v4-2978466957",644.85,1157.0,512.15 +41,"Qilex","ppo-SpaceInvadersNoFrameskip-v2",644.03,1012.5,368.47 +42,"dbarbedillo","dqn-SpaceInvadersNoFrameskip-v4",633.39,955.5,322.11 +43,"gmojko","SpaceInvadersNoFrameskip-v4",631.45,799.5,168.05 +44,"claudiodev","dqn-SpaceInvadersNoFrameskip-v4",625.8399999999999,945.0,319.16 +45,"hugoguh","dqn-SpaceInvadersNoFrameskip-v4",625.78,927.0,301.22 +46,"macb","dqn-SpaceInvadersNoFrameskip-v4",625.5799999999999,1009.5,383.92 +47,"Mihail-P","qrdqn-SpaceInvadersNoFrameskip-v4_no-render",619.11,1059.0,439.89 +48,"saikiranp","dqn-SpaceInvadersNoFrameskip-v4",614.02,774.5,160.48 +49,"qgallouedec","ppo-SpaceInvadersNoFrameskip-v4-2582233519",611.17,1124.0,512.83 +50,"kurohige","dqn-SpaceInvaders-v4",610.78,730.5,119.72 +51,"Y-T-G","dqn-SpaceInvadersNoFrameskip-v4",610.65,912.5,301.85 +52,"eldraco","dqn-SpaceInvadersNoFrameskip-v4-v4",609.76,985.0,375.24 +53,"slomek","dqn-SpaceInvadersNoFrameskip-v4",600.8199999999999,854.0,253.18 +54,"HaiderAUT","dqn-SpaceInvadersNoFrameskip-v4",600.04,889.5,289.46 +55,"Iamvincent","dqn-SpaceInvadersNoFrameskip-v4",599.38,799.0,199.62 +56,"jcgarciaca","dqn-SpaceInvadersNoFrameskip-v4",599.36,779.0,179.64 +57,"mgfrantz","dql-SpaceInvadersNoFrameskip-v4",599.28,1003.5,404.22 +58,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4-3000000-timesteps",595.0699999999999,825.0,229.93 +59,"janzw","jan-dqn-SpaceInvadersNoFrameskip-v4",594.04,876.0,281.96 +60,"Corianas","dqn-SpaceInvadersNoFrameskip-v4_21.6.22",592.37,866.5,274.13 +61,"mili7522","dqn-SpaceInvadersNoFrameskip-v4",590.8299999999999,885.0,294.17 +62,"ckauth","dqn-SpaceInvadersNoFrameskip-v4",589.39,867.5,278.11 +63,"sherrytan","dqn-SpaceInvadersNoFrameskip-v4",586.23,796.0,209.77 +64,"Agog","SpaceInvaders",583.35,677.0,93.65 +65,"ankandrew","dqn-SpaceInvadersNoFrameskip-v4",583.24,809.5,226.26 +66,"lotek93","dqn-SpaceInvadersNoFrameskip-v4_2",578.6700000000001,968.5,389.83 +67,"c0ldstudy","dqn-SpaceInvadersNoFrameskip-v4",576.52,854.0,277.48 +68,"giggling-squid","space_invaders_dqn_v1",576.34,805.0,228.66 +69,"eryzml","dqn-SpaceInvadersNoFrameskip-v4-TEST_2",574.8399999999999,872.5,297.66 +70,"mark-e","dqn-SpaceInvadersNoFrameskip-v4",572.47,956.0,383.53 +71,"Bunkerj","dqn-SpaceInvadersNoFrameskip-v4",571.24,783.0,211.76 +72,"qgallouedec","ppo-SpaceInvadersNoFrameskip-v4-1351941688",570.27,885.5,315.23 +73,"sinhprous","dqn-SpaceInvadersNoFrameskip-v4",568.65,925.0,356.35 +74,"sinhprous","dqn-SpaceInvadersNoFrameskip-v4-3",568.65,925.0,356.35 +75,"Forkits","dqn-SpaceInvadersNoFrameskip-v4",568.52,844.5,275.98 +76,"spatial","dqn-SpaceInvadersNoFrameskip-v4",568.22,758.0,189.78 +77,"McCheng","dqn-SpaceInvadersNoFrameskip-v4",568.12,950.5,382.38 +78,"Ellipsoul","dqn-SpaceInvadersNoFrameskip-v4",563.77,786.0,222.23 +79,"chqmatteo","dqn-SpaceInvadersNoFrameskip-v4",563.08,662.0,98.92 +80,"matt-guay","dqn-SpaceInvadersNoFrameskip-v4_v2",562.26,705.0,142.74 +81,"matt-guay","dqn-SpaceInvadersNoFrameskip-v4",562.26,705.0,142.74 +82,"julien-rsbrg","dqn-SpaceInvadersNoFrameskip-v4",562.0699999999999,695.5,133.43 +83,"andrei-saceleanu","dqn-SpaceInvadersNoFrameskip-v4_2",560.6,846.5,285.9 +84,"Isaac009","dqn-SpaceInvadersNoFrameskip-v4",559.8199999999999,921.0,361.18 +85,"cyeet","dqn-SpaceInvadersNoFrameskip-v4",559.44,685.5,126.06 +86,"neatbullshit","dqn-SpaceInvadersNoFrameskip-v4_attempt2",557.29,808.0,250.71 +87,"yizhangliu","dqn-SpaceInvadersNoFrameskip-v4",557.24,637.0,79.76 +88,"yyq90","dqn-SpaceInvadersNoFrameskip-v4",557.19,873.5,316.31 +89,"CloXD","dqn-SpaceInvadersNoFrameskip-v4",555.7,965.0,409.3 +90,"Bill010602","dqn-SpaceInvadersNoFrameskip-v4_V4",555.5,686.5,131.0 +91,"chavicoski","dqn-SpaceInvadersNoFrameskip-v4",555.25,877.0,321.75 +92,"awalmeida","dqn-SpaceInvadersNoFrameskip-v4",554.97,657.0,102.03 +93,"nhiro3303","dqn-SpaceInvadersNoFrameskip-v4",554.2,689.5,135.3 +94,"hawkeoni","dqn-SpaceInvadersNoFrameskip-v4",552.87,844.0,291.13 +95,"Cesar514","dqn-SpaceInvadersNoFrameskip-v4",552.85,690.0,137.15 +96,"toinsson","dqn-SpaceInvadersNoFrameskip-v4",551.52,882.0,330.48 +97,"rushic24","dqn-SpaceInvadersNoFrameskip-v4",551.48,892.0,340.52 +98,"dfm794","SpaceInvadersNoFrameskip-v4-trial3",551.45,793.0,241.55 +99,"jinukoo","dqn-SpaceInvadersNoFrameskip-v4",550.54,642.5,91.96 +100,"DanGalt","dqn-SpaceInvadersNoFrameskip-v4",548.85,734.0,185.15 +101,"Freddthink","DQN-SpaceInvadersNoFrameskip",548.39,643.0,94.61 +102,"abarekatain","dqn-SpaceInvadersNoFrameskip-v4",548.1800000000001,700.0,151.82 +103,"fabiochiu","dqn-SpaceInvadersNoFrameskip-v4",547.09,631.5,84.41 +104,"Alex48","SpaceInvadersNoFrameskip-v4",546.77,794.0,247.23 +105,"duongkstn","dqn-SpaceInvadersNoFrameskip-v4",546.28,769.0,222.72 +106,"bdiptesh99","rl1-dqn-SpaceInvadersNoFrameskip-v4",546.26,733.5,187.24 +107,"eswat","dqn-SpaceInvadersNoFrameskip-v4",546.24,788.5,242.26 +108,"Porridge9243","dqn-SpaceInvadersNoFrameskip-v4",546.19,737.5,191.31 +109,"SamuelMYoussef","dqn-SpaceInvadersNoFrameskip-v4",545.75,677.0,131.25 +110,"Liapunov","dqn-SpaceInvadersNoFrameskip-v4-nonorm1m5",545.27,781.5,236.23 +111,"dotunadegbite","dqn-SpaceInvadersNoFrameskip-v4",544.73,704.5,159.77 +112,"dmortell","dqn-SpaceInvadersNoFrameskip-v4",543.95,595.5,51.55 +113,"LukeSajkowski","dqn-SpaceInvadersNoFrameskip-v4",543.28,860.0,316.72 +114,"ljones","SpaceInvadersNoFrameskip-v4",542.92,768.5,225.58 +115,"quilaquedi","SpaceInvadersNoFrameskip-v4",541.4,623.5,82.1 +116,"toastedshibe","dqn-SpaceInvadersNoFrameskip-v4",540.59,767.0,226.41 +117,"feabries","dqn-SpaceInvadersNoFrameskip-v4",539.4100000000001,836.0,296.59 +118,"Rowehn","dqn-SpaceInvadersNoFrameskip-v4-retrain3-best",539.04,746.5,207.46 +119,"jayeshgar","dqn-SpaceInvadersNoFrameskip-v4",538.3,653.0,114.7 +120,"0xkrm","dqn-SpaceInvadersNoFrameskip-v4",538.0,814.5,276.5 +121,"linksaiyajin","dqn-SpaceInvadersNoFrameskip-v4",536.69,667.0,130.31 +122,"jaybeeja","dqn-SpaceInvadersNoFrameskip-v4",536.67,666.5,129.83 +123,"jakka","dqn-SpaceInvadersNoFrameskip-v4_1",536.66,769.0,232.34 +124,"MarcusAGray","dqn-SpaceInvadersNoFrameskip-v4",536.53,669.5,132.97 +125,"Antiraedus","dqn-SpaceInvadersNoFrameskip-v4",536.1800000000001,816.5,280.32 +126,"zipbomb","dqn-SpaceInvadersNoFrameskip-v4",535.81,701.0,165.19 +127,"mlewand","DQN_atari_2",535.03,649.0,113.97 +128,"adlrocha","dqn-SpaceInvadersNoFrameskip-v4",534.64,695.5,160.86 +129,"ScrappyCoco666","dqn-SpaceInvadersNoFrameskip-v4",533.84,684.5,150.66 +130,"Nazzyk","dqn-SpaceInvadersNoFrameskip-v4",533.6800000000001,702.0,168.32 +131,"Loriiis","dqn-SpaceInvadersNoFrameskip-v4",533.54,692.0,158.46 +132,"odahl","dqn-SpaceInvadersNoFrameskip-v4",533.22,567.0,33.78 +133,"tenich","dqn-SpaceInvadersNoFrameskip-v4",533.21,664.5,131.29 +134,"GillesEverling","dqn-SpaceInvadersNoFrameskip-v4_2",532.31,795.5,263.19 +135,"Pearson","dqn-SpaceInvadersNoFrameskip-v4",532.25,619.5,87.25 +136,"Behnam","dqn-SpaceInvadersNoFrameskip-v4",532.12,635.5,103.38 +137,"MakiPan","dqn-SpaceInvadersNoFrameskip-v4",531.79,617.0,85.21 +138,"HarmlessFlower","dqn-SpaceInvadersNoFrameskip-v4",530.88,628.5,97.62 +139,"DesignOrder","dqn-SpaceInvadersNoFrameskip-v4",530.5699999999999,705.0,174.43 +140,"ashishj20","dqn-SpaceInvadersNoFrameskip-v4",529.3,632.5,103.2 +141,"michal512","dqn-SpaceInvadersNoFrameskip-v4",528.97,688.0,159.03 +142,"JTredup","dqn-SpaceInvadersNoFrameskip-v4",528.83,706.0,177.17 +143,"dasaprakashk","dqn-SpaceInvadersNoFrameskip-v4",528.4,768.5,240.1 +144,"ThomasSimonini","TEST_v2-ppo-SpaceInvadersNoFrameskip-v4",527.96,813.0,285.04 +145,"adzcai","dqn-SpaceInvadersNoFrameskip-v4",527.96,736.0,208.04 +146,"ThomasSimonini","TEST_v-ppo-SpaceInvadersNoFrameskip-v4",527.96,813.0,285.04 +147,"ThomasSimonini","TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4",527.96,813.0,285.04 +148,"RegisGraptin","dqn-SpaceInvadersNoFrameskip-v4",527.71,692.0,164.29 +149,"marii","dqn-SpaceInvadersNoFrameskip-v4",527.4300000000001,658.5,131.07 +150,"IngoTB303","dqn-SpaceInvadersNoFrameskip-v4",527.4200000000001,792.5,265.08 +151,"CreativeEvolution","dqn-SpaceInvadersNoFrameskip-v4",527.39,799.5,272.11 +152,"J3","dqn-SpaceInvadersNoFrameskip-v4",527.38,746.5,219.12 +153,"software-vagabond","dqn-SpaceInvadersNoFrameskip-v4",526.96,628.5,101.54 +154,"marik0","dqn-SpaceInvadersNoFrameskip-v4",526.85,665.0,138.15 +155,"droid22","dqn-SpaceInvadersNoFrameskip-v4",526.44,769.0,242.56 +156,"AinTziLLo","dqn-SpaceInvadersNoFrameskip-v4",526.34,615.0,88.66 +157,"PoloHuggingface","dqn-SpaceInvadersNoFrameskip-v4",525.69,671.5,145.81 +158,"newbie4000","SpaceInvader",525.58,739.5,213.92 +159,"rootacess","dqn-SpaceInvadersNoFrameskip-v4",525.4,632.5,107.1 +160,"AgentXXX","dqn-SpaceInvadersNoFrameskip-v4",524.65,752.0,227.35 +161,"lunnan","dqn-SpaceInvadersNoFrameskip-v4",524.4300000000001,664.0,139.57 +162,"steffel","dqn-SpaceInvadersNoFrameskip-v4",524.28,647.0,122.72 +163,"NoNameFound","dqn-SpaceInvadersNoFrameskip-v4",524.15,709.0,184.85 +164,"jinhu2659","dqn-SpaceInvadersNoFrameskip-v4",523.97,557.0,33.03 +165,"PabloTa","qrdqn-SpaceInvadersNoFrameskip-v4",522.37,829.5,307.13 +166,"mrigendraagrawal","dqn-SpaceInvadersNoFrameskip-v4",521.9300000000001,775.5,253.57 +167,"utyug1","dqn-SpaceInvadersNoFrameskip-v4",521.56,942.0,420.44 +168,"Bluelemon883","dqn-SpaceInvadersNoFrameskip-v4",521.24,738.5,217.26 +169,"Roberto","dqn-SpaceInvadersNoFrameskip-v4",520.06,775.0,254.94 +170,"ThomasSimonini","FINALTEST_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4",519.76,803.5,283.74 +171,"ThomasSimonini","FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4",519.76,803.5,283.74 +172,"ThomasSimonini","TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4",519.76,803.5,283.74 +173,"daripaez","dqn-SpaceInvadersNoFrameskip-v4_2",519.22,887.5,368.28 +174,"aidenlee","dqn-SpaceInvadersNoFrameskip-v4",519.22,645.5,126.28 +175,"emmashe15","dqn-SpaceInvadersNoFrameskip-v4",519.21,663.5,144.29 +176,"chist","dqn-SpaceInvadersNoFrameskip-v4",518.01,660.0,141.99 +177,"brad","dqn-SpaceInvadersNoFrameskip-v4",517.79,905.5,387.71 +178,"rlucasz93","atari",517.1,614.0,96.9 +179,"Absie","dqn-SpaceInvadersNoFrameskip-v4",516.44,561.5,45.06 +180,"sayby","dqn-SpaceInvadersNoFrameskip-v4",516.17,653.5,137.33 +181,"sadjava","dqn-SpaceInvadersNoFrameskip-v4",515.76,698.0,182.24 +182,"SergejSchweizer","dqn-SpaceInvadersNoFrameskip-v4",515.69,678.0,162.31 +183,"mishall","dqn-SpaceInvadersNoFrameskip-v4",515.46,628.0,112.54 +184,"z4x","dqn-SpaceInvadersNoFrameskip-v4",515.33,633.0,117.67 +185,"tvnguyen","dqn-SpaceInvadersNoFrameskip-v4",515.26,588.0,72.74 +186,"jianyang","dqn-SpaceInvadersNoFrameskip-v4",514.42,699.0,184.58 +187,"selvino","dqn-SpaceInvadersNoFrameskip-v4",514.36,614.0,99.64 +188,"claterza","dqn-SpaceInvadersNoFrameskip-v4-lr-minus3e4-bs64_continued",513.95,639.5,125.55 +189,"Ryukijano","dqn_SINoFrameSkip-v4",513.79,584.0,70.21 +190,"Musha-the-Yusha","dqn-SpaceInvadersNoFrameskip-v4",513.38,604.5,91.12 +191,"jamesup","dqn-SpaceInvadersNoFrameSkip-v4",513.1600000000001,848.5,335.34 +192,"shreyansjain","dqn-SpaceInvadersNoFrameskip-v4",513.1,589.5,76.4 +193,"jackson-lucas","dqn-SpaceInvadersNoFrameskip-v4",513.09,671.0,157.91 +194,"wpbsball12","dqn-SpaceInvadersNoFrameskip-v4",512.98,642.5,129.52 +195,"XGBooster","dqn-SpaceInvadersNoFrameskip-v4",512.8,744.0,231.2 +196,"Sirianth","dqn-SpaceInvadersNoFrameskip-v4",512.34,592.0,79.66 +197,"juanmi1234","dqn-SpaceInvadersNoFrameskip-v4",512.22,643.5,131.28 +198,"Larxel","dqn-SpaceInvadersNoFrameskip-v4",512.1,635.0,122.9 +199,"Eksperymenty","dqn-SpaceInvadersNoFrameskip-v4",512.01,643.5,131.49 +200,"PabloTa","qrdqn2-SpaceInvadersNoFrameskip-v4",511.98,664.5,152.52 +201,"serkanBurakOrs","dqn-SpaceInvadersNoFrameskip-v4",511.91999999999996,668.0,156.08 +202,"sliu","dqn-SpaceInvadersNoFrameskip-v4",511.89,818.0,306.11 +203,"heriosousa","dqn-SpaceInvadersNoFrameskip-v4",511.84000000000003,653.0,141.16 +204,"camartinezbu","dqn-SpaceInvadersNoFrameskip-v4",511.63,642.5,130.87 +205,"Youngdal","dqn-SpaceInvadersNoFrameskip-v4",511.53,706.0,194.47 +206,"DaniilSirota","dqn-SpaceInvadersNoFrameskip-v4",511.52,605.5,93.98 +207,"hpoddar","dqn-SpaceInvadersNoFrameskip-v4-v3",510.99,696.5,185.51 +208,"hanq0212","RL_course_unit2",510.31,859.0,348.69 +209,"nidek","dqn-SpaceInvadersNoFrameskip-v4",510.28999999999996,665.0,154.71 +210,"mnavas","spaceinv-1",510.28,660.5,150.22 +211,"SatCat","dqn-SpaceInvadersNoFrameskip-v4",510.06,685.0,174.94 +212,"FabioDataGeek","dqn-SpaceInvadersNoFrameskip-v4",509.49,604.5,95.01 +213,"madoe001","dqn-SpaceInvadersNoFrameskip-v4",509.19,677.0,167.81 +214,"marimurta","dqn-SpaceInvadersNoFrameskip-v4-m",509.05,701.0,191.95 +215,"Corianas","dqn-SpaceInvadersNoFrameskip-v4_21.6.22.LoadBest",508.95,875.5,366.55 +216,"Apocalypse-19","dqn-SpaceInvaders-v2",508.83000000000004,721.0,212.17 +217,"dominiks","dqn-SpaceInvadersNoFrameskip-v4",508.21000000000004,689.5,181.29 +218,"khaled5321","SpaceInvadersNoFrameskip-v4",506.93,761.5,254.57 +219,"Corianas","dqn-SpaceInvadersNoFrameskip-v4",506.78,609.0,102.22 +220,"AntiSquid","DQN-SpaceInvadersNoFrameskip-v4",506.63,615.5,108.87 +221,"topskychen","dqn-SpaceInvadersNoFrameskip-v4",506.38,619.0,112.62 +222,"1itai1","dqn-SpaceInvadersNoFrameskip-v4",506.27,617.5,111.23 +223,"Ganu3010","dqn-SpaceInvadersNoFrameskip-v4",506.0,643.5,137.5 +224,"Scrwed","dqn-SpaceInvadersNoFrameskip-v4",505.54,613.5,107.96 +225,"JulianZas","dqn-SpaceInvadersNoFrameskip-v4",505.43,601.5,96.07 +226,"mpekey","dqn-SpaceInvadersNoFrameskip-v4",503.68,602.0,98.32 +227,"huijian222","dqn-SpaceInvadersNoFrameskip-v4",503.68,697.0,193.32 +228,"FabienDaniel","space_invader",503.48,622.0,118.52 +229,"SarvasvaK","dqn-SpaceInvadersNoFrameskip-v4",503.25,592.0,88.75 +230,"omarcevi","dqn-SpaceInvadersNoFrameskip-v4",503.24,617.5,114.26 +231,"JamesEJarvis","dqn-SpaceInvadersNoFrameskip-v4",503.24,607.0,103.76 +232,"Closen","dqn-SpaceInvadersNoFrameskip-v4",503.22,832.5,329.28 +233,"zoltantensorfow","dqn-SpaceInvadersNoFrameskip-v4-d",503.17,787.5,284.33 +234,"DrishtiSharma","dqn-SpaceInvadersNoFrameskip-v4-2M-steps",502.78,617.0,114.22 +235,"Junfeng","dqn-SpaceInvadersNoFrameskip-v4",501.28,773.5,272.22 +236,"enlacinglines","dqn-SpaceInvadersNoFrameskip-v4",499.64,621.0,121.36 +237,"myu233","dqn-SpaceInvadersNoFrameskip-v4",499.25,590.0,90.75 +238,"harisumant","dqn-SpaceInvadersNoFrameskip-v4",498.95,600.5,101.55 +239,"PraveenKishore","dqn-SpaceInvadersNoFrameskip-v4",498.81,626.5,127.69 +240,"FreelancerFel","dqn-SpaceInvadersNoFrameskip-v4",498.53,692.5,193.97 +241,"FreelancerFel","dqn_SpaceInvader",498.53,692.5,193.97 +242,"epsil","dqn-SpaceInvadersNoFrameskip-v4",498.37,637.5,139.13 +243,"andyleow","dqn-SpaceInvadersNoFrameskip-v4",497.62,637.5,139.88 +244,"aiartwork","dqn-SpaceInvadersNoFrameskip-v4",496.99,608.5,111.51 +245,"Artachtron","SpaceInvaders",496.92,589.0,92.08 +246,"dfm794","SpaceInvadersNoFrameskip-v4-trial2",496.9,648.0,151.1 +247,"joitandr","dqn-SpaceInvadersNoFrameskip-v4",496.82,597.5,100.68 +248,"enricori","dqn-SpaceInvadersNoFrameskip-v4",496.75,609.5,112.75 +249,"asiaLootus","dqn-SpaceInvadersNoFrameskip-v4",496.73,641.0,144.27 +250,"csd7","dqn-SpaceInvadersNoFrameskip-v4",496.44,587.5,91.06 +251,"vebie91","dqn-SpaceInvadersNoFrameskip-v4-v1.1",496.0,650.0,154.0 +252,"Krawcts","SpaceInvadersNoFrameskip-v4",495.84000000000003,617.5,121.66 +253,"mwissing","dqn-SpaceInvadersNoFrameskip-v4",495.52,679.5,183.98 +254,"lotek93","dqn-SpaceInvadersNoFrameskip-v4",495.46000000000004,714.5,219.04 +255,"AdonaiHS","atari-game-Space-Invaders",495.38,587.5,92.12 +256,"raminass","dqn-SpaceInvadersNoFrameskip-v4",495.35,662.0,166.65 +257,"imflash217","SpaceInvaders_NoFrameskip_v4",495.27,807.0,311.73 +258,"lipee","dqn-SpaceInvadersNoFrameskip-v4",495.19,587.5,92.31 +259,"cleth","dqn-SpaceInvadersNoFrameskip-v4",494.89,601.5,106.61 +260,"atsanda","dqn-SpaceInvadersNoFrameskip-v4",494.61,562.0,67.39 +261,"harikc456","n-SpaceInvadersNoFrameskip-v4",494.56,622.0,127.44 +262,"Skanderbeg","dqn-SpaceInvadersNoFrameskip-v4",494.43,598.0,103.57 +263,"taohoang","dqn-SpaceInvadersNoFrameskip-v4",494.34000000000003,606.0,111.66 +264,"zlicastro","dqn-SpaceInvadersNoFrameskip-v4",493.98,534.5,40.52 +265,"vvn0","dqn-SpaceInvadersNoFrameskip-v4",493.85,658.5,164.65 +266,"sht3ch","dqn-SpaceInvadersNoFrameskip-v4",493.76,576.5,82.74 +267,"Chris1","dqn-SpaceInvadersNoFrameskip-v4",493.71,807.5,313.79 +268,"brouthen","dqn-SpaceInvadersNoFrameskip-v4",493.6,655.5,161.9 +269,"Rowehn","dqn-SpaceInvadersNoFrameskip-v4-retrain2",493.53,705.5,211.97 +270,"Emperor","dqn-SpaceInvadersNoFrameskip-v4-standard",493.36,774.5,281.14 +271,"seungwoos","dqn-SpaceInaversNoFrameskip-v4",492.94,667.0,174.06 +272,"daripaez","dqn-SpaceInvadersNoFrameskip-v4",492.49,592.5,100.01 +273,"kalmufti","dqn-SpaceInvadersNoFrameskip-v4",492.37,663.5,171.13 +274,"culteejen","dqn-SpaceInvadersNoFrameskip-v4",492.15,743.0,250.85 +275,"MichalJ","dqn-SpaceInvadersNoFrameskip-v4",491.98,596.5,104.52 +276,"Ibnout","dqn-SpaceInvadersNoFrameskip-v4",491.92,940.5,448.58 +277,"ashrek","dqn-SpaceInvadersNoFrameskip-v4",491.81,591.0,99.19 +278,"gatardochi","dqn-SpaceInvadersNoFrameskip-v4",491.77,736.0,244.23 +279,"Perse90","dqn-SpaceInvadersNoFrameskip-v4",491.68,753.0,261.32 +280,"gaioNL","dqn-SpaceInvadersNoFrameskip-v4",491.47,545.0,53.53 +281,"zestyoreo","dqn-SpaceInvadersNoFrameskip-v4",490.90999999999997,717.5,226.59 +282,"pete88b","dqn-SpaceInvadersNoFrameskip-v4",490.67,572.5,81.83 +283,"matthh","dqn-SpaceInvadersNoFrameskip-v4",490.62,701.5,210.88 +284,"devetle","dqn-SpaceInvadersNoFrameskip-v4",490.45,622.0,131.55 +285,"bnowak1831","dqn-SpaceInvadersNoFrameskip-v4",490.26,633.0,142.74 +286,"phqlong","dqn-SpaceInvadersNoFrameskip-v4",490.2,708.5,218.3 +287,"meln1k","dqn-SpaceInvadersNoFrameskip-v4",490.18,817.5,327.32 +288,"eyechen","dqn-SpaceInvadersNoFrameskip-v4",489.98,579.0,89.02 +289,"Victarry","dqn-SpaceInvadersNoFrameskip-v4",489.63,568.5,78.87 +290,"Jatayoo","dqn-SpaceInvadersNoFrameskip-v4-nohyperOpt",489.5,602.0,112.5 +291,"Gabcsor","dqn-SpaceInvadersNoFrameskip-v4",489.46000000000004,684.5,195.04 +292,"ironbar","dqn-SpaceInvadersNoFrameskip-v4-1M-steps",489.44,629.5,140.06 +293,"Jackmin108","dqn-SpaceInvadersNoFrameskip-v4",488.75,588.5,99.75 +294,"imar0","dqn-SpaceInvadersNoFrameskip-v4",488.28999999999996,648.0,159.71 +295,"stelladk","DQN-SpaceInvadersNoFrameskip-v4",487.86,647.0,159.14 +296,"joheras","dqn-SpaceInvadersNoFrameskip-v4",485.86,659.0,173.14 +297,"dficenec","dqn-SpaceInvadersNoFrameskip-v4",485.8,673.5,187.7 +298,"vebie91","dqn-SpaceInvadersNoFrameskip-v4",485.77,784.0,298.23 +299,"bkaemper","dqn-SpaceInvadersNoFrameskip-v4",485.71,774.5,288.79 +300,"FrancoisDongier","dqn-SpaceInvadersNoFrameskip-v4",485.68,632.0,146.32 +301,"kavi12","dqn-SpaceInvadersNoFrameskip-v4",485.51,600.5,114.99 +302,"Liphos","dqn-SpaceInvaders",484.81,597.0,112.19 +303,"Bandika","DQNSpaceInvadersNoFrameskip",484.36,673.5,189.14 +304,"Luksal","dqn-SpaceInvadersNoFrameskip-v4",484.27,532.5,48.23 +305,"robinsk8a","dqn-SpaceInvadersNoFrameskip-v4",484.26,676.0,191.74 +306,"Yanrds","dqn-SpaceInvadersNoFrameskip-v4",484.26,650.0,165.74 +307,"Flooow","dqn-SpaceInvadersNoFrameskip-v4",483.95,797.0,313.05 +308,"kikijiki","dqn-SpaceInvadersNoFrameskip-v4",483.72,628.0,144.28 +309,"keshan","dqn-SpaceInvadersNoFrameskip-v4",483.46000000000004,622.5,139.04 +310,"Mihail-P","qrdqn-SpaceInvadersNoFrameskip-v4_6kk",483.40999999999997,1016.5,533.09 +311,"quanxi","dqn-SpaceInvadersNoFrameskip-v4",483.32,596.5,113.18 +312,"OSalem99","dqn-SpaceInvadersNoFrameskip-v4",483.03,828.0,344.97 +313,"LinasKo","dqn-SpaceInvadersNoFrameskip-v4",482.89,642.0,159.11 +314,"redfungus","dqn-SpaceInvadersNoFrameskip-v4",482.18,644.5,162.32 +315,"dungtd2403","dqn-SpaceInvadersNoFrameskip-v4",482.07,782.5,300.43 +316,"Snim","dqn-SpaceInvadersNoFrameskip-v4",481.36,753.5,272.14 +317,"eldraco","dqn-SpaceInvadersNoFrameskip-v4-v3",481.03,772.0,290.97 +318,"mojoee","dqn-SpaceInvadersNoFrameskip-v4",481.01,690.0,208.99 +319,"AlexChe","dqn-SpaceInvadersNoFrameskip-v4",480.71000000000004,661.0,180.29 +320,"JaviBJ","dqn-SpaceInvadersNoFrameskip-v4",480.34000000000003,548.5,68.16 +321,"ammr","dqn-SpaceInvadersNoFrameskip-v4",480.24,623.0,142.76 +322,"thenewcompany","dqn-SpaceInvadersNoFrameskip-v4",480.1,693.0,212.9 +323,"Zangnan","dqn-SpaceInvadersNoFrameskip-v4",479.89,733.0,253.11 +324,"Carlosrelao","dqn-SpaceInvadersNoFrameskip-v4",479.8,736.5,256.7 +325,"sb3","a2c-SpaceInvadersNoFrameskip-v4",479.78,803.5,323.72 +326,"MohammedEltoum","dqn-SpaceInvadersNoFrameskip-v4",479.67,584.0,104.33 +327,"akanametov","dqn-SpaceInvadersNoFrameskip-v4",478.8,552.5,73.7 +328,"ThoDum","dqn-SpaceInvadersNoFrameskip-v4",478.69,667.0,188.31 +329,"vodanh4299","dqn-SpaceInvadersNoFrameskip-v4",478.67,748.0,269.33 +330,"andrei-saceleanu","dqn-SpaceInvadersNoFrameskip-v4",478.65999999999997,667.0,188.34 +331,"pryjuli","atari",478.65999999999997,635.5,156.84 +332,"ChhayaKumarDas","dqn-SpaceInvadersNoFrameskip-v4",478.1,650.5,172.4 +333,"Jbot","dqn-SpaceInvadersNoFrameskip-v4",477.95,669.5,191.55 +334,"pinaggle","dqn-SpaceInvadersNoFrameskip-v4",477.62,623.5,145.88 +335,"michalcisek5","dqn-SpaceInvadersNoFrameskip-v4",477.55,559.0,81.45 +336,"naeisher","dqn-SpaceInvadersNoFrameskip-v4",477.52,564.0,86.48 +337,"spolisar","dqn-SpaceInvadersNoFrameskip-v4",477.49,765.0,287.51 +338,"Abhilashvj","dqn-SpaceInvadersNoFrameskip-v4",477.48,714.0,236.52 +339,"masterdezign","dqn2-SpaceInvadersNoFrameskip-v4",476.78,581.5,104.72 +340,"kparker","dqn-SpaceInvadersNoFrameskip-v4",476.73,774.0,297.27 +341,"iammartian0","dqn-SpaceInvadersNoFrameskip-v4",476.73,663.0,186.27 +342,"justinsiow","dqn-SpaceInvadersNoFrameskip-v4",476.5,608.0,131.5 +343,"agcagc","dqn-SpaceInvadersNoFrameskip-v4",476.03,788.0,311.97 +344,"jjlira","dqn-SpaceInvadersNoFrameskip-v4",475.85,555.0,79.15 +345,"claterza","dqn-SpaceInvadersNoFrameskip-v4",475.40999999999997,606.5,131.09 +346,"zbenmo","dqn-SpaceInvadersNoFrameskip-v4",475.39,619.5,144.11 +347,"jrauch4","dqn-SpaceInvadersNoFrameskip-v4",475.33000000000004,690.5,215.17 +348,"kenzo4433","dqn-SpaceInvadersNoFrameskip-v4",475.01,798.0,322.99 +349,"SaathvikD","dqn-SpaceInvadersNoFrameskip-v4",474.73,766.5,291.77 +350,"stevaras2","dqn-SpaceInvadersNoFrameskip-v4",474.73,569.5,94.77 +351,"rebolforces","dqn-SpaceInvadersNoFrameskip-v4",474.47,739.5,265.03 +352,"splusminusx","dqn-SpaceInvadersNoFrameskip-v4",474.44,560.0,85.56 +353,"BachNgoH","dqn-SpaceInvadersNoFrameskip-v4",474.09000000000003,700.5,226.41 +354,"RamonAnkersmit","dqn-SpaceInvadersNoFrameskip-v4",473.79,591.5,117.71 +355,"Allrandom","dqn-SpaceInvadersNoFrameskip-v4-normal",473.31,575.5,102.19 +356,"arxaqapi","dqn-SpaceInvadersNoFrameskip-v4",472.83000000000004,654.5,181.67 +357,"RajMoodley","dqn-SpaceInvadersNoFrameskip-v4",472.52,559.0,86.48 +358,"AngelUrq","dqn-SpaceInvadersNoFrameskip-v4",472.42,581.0,108.58 +359,"stinoco","dqn-SpaceInvadersNoFrameskip-v4",472.25,624.0,151.75 +360,"jamesimmanuel","dqn-SpaceInvadersNoFrameskip-v4",472.13,564.5,92.37 +361,"yarafa","dqn-SpaceInvadersNoFrameskip-v4",472.12,612.5,140.38 +362,"jinghua2tang","dqn-SpaceInvadersNoFrameskip-v4",471.58000000000004,670.0,198.42 +363,"fwzmyd","dqn-SpaceInvadersNoFrameskip-v4-rl-course-unit3",471.40999999999997,693.5,222.09 +364,"javiervela","dqn-SpaceInvadersNoFrameskip-v4",471.24,544.5,73.26 +365,"tommytran","dqn-SpaceInvadersNoFrameskip-v4",471.0,617.0,146.0 +366,"habanoz","dqn-SpaceInvadersNoFrameskip",470.85,587.0,116.15 +367,"hasarinduperera","dqn-SpaceInvadersNoFrameskip-v4",470.3,633.0,162.7 +368,"Brain22","dqn-SpaceInvadersNoFrameskip-v4",469.68,635.0,165.32 +369,"odiaz1066","DQN-SpaceInvadersNoFrameskip-v4",469.6,606.5,136.9 +370,"dineshresearch","dqn-SpaceInvadersNoFrameskip-v4-v1",469.58,562.0,92.42 +371,"reachrkr","dqn-SpaceInvadersNoFrameskip-v4",469.58,562.0,92.42 +372,"sb3","ppo-SpaceInvadersNoFrameskip-v4",469.2,886.5,417.3 +373,"Schoolar","dqn-SpaceInvadersNoFrameskip-v4",469.19,747.0,277.81 +374,"SatishBethi","DQN-SpaceInvadersNoFrameskip-v4",469.13,666.5,197.37 +375,"Rolo","dqn-SpaceInvadersNoFrameskip-v4",468.56,618.0,149.44 +376,"CanadaKasper","dqn-SpaceInvadersNoFrameskip-v4",468.26,655.5,187.24 +377,"comodoro","SpaceInvadersNoFrameskip-v4",468.07,680.0,211.93 +378,"mallycrip","SpaceInvadersNoFrameskip-v4-dqn_atari_e-2",467.95,705.5,237.55 +379,"Lakoc","dqn-SpaceInvadersNoFrameskip-v4",467.47,633.5,166.03 +380,"AKFromCanada","dqn-SpaceInvadersNoFrameskip-v4",467.1,564.0,96.9 +381,"Max100ce","dqn-SpaceInvadersNoFrameskip-v4",467.08000000000004,721.5,254.42 +382,"marianafmedeiros","dqn-SpaceInvadersNoFrameskip-v4",466.85,680.5,213.65 +383,"George117","dqn-SpaceInvadersNoFrameskip-v4",466.6,607.0,140.4 +384,"darthrevenge","dqn-SpaceInvadersNoFrameskip-v4",466.55,778.5,311.95 +385,"kingabzpro","dnq-SpaceInvadersNoFrameskip-V4",466.51,548.0,81.49 +386,"qgallouedec","ppo-SpaceInvadersNoFrameskip-v4-2780488520",466.5,665.5,199.0 +387,"Kon3000","dqn-SpaceInvadersNoFrameskip-v4",466.34,794.5,328.16 +388,"harshil128","dqn-SpaceInvadersNoFrameskip-v4_collab",465.88,570.0,104.12 +389,"kongacute","dqn-SpaceInvadersNoFrameskip-v4",465.73,670.5,204.77 +390,"ReacherTN","dqn-SpaceInvadersNoFrameskip-v4",465.37,743.0,277.63 +391,"nsecord","dqn-SpaceInvadersNoFrameskip-v4-attempt2",465.21,821.0,355.79 +392,"Abdelrahman123","dqn-SpaceInvadersNoFrameskip-v4",465.08,781.0,315.92 +393,"chenmertens","dqn-SpaceInvadersNoFrameskip-v4",464.51,604.5,139.99 +394,"bertranddecoster","dqn-SpaceInvadersNoFrameskip-v4",464.48,558.0,93.52 +395,"ziemke","dqn-SpaceInvadersNoFrameskip-v4",464.44,889.5,425.06 +396,"Gueze","dqn-SpaceInvadersNoFrameskip-v4",464.19,568.5,104.31 +397,"Mihail-P","dqn-SpaceInvadersNoFrameskip-v4_2",463.37,684.0,220.63 +398,"zhuqi","dqn-SpaceInvadersNoFrameskip-v4-10M",463.34,797.0,333.66 +399,"rodri2023","dqn-SpaceInvadersNoFrameskip-v4",463.16999999999996,690.0,226.83 +400,"timtaotao","dqn-SpaceInvadersNoFrameskip-v4",462.90999999999997,576.0,113.09 +401,"TheTeamBuilder","dqn-SpaceInvadersNoFrameskip-v4",462.84,868.0,405.16 +402,"carro","SpaceInvadersNoFrameskip",462.18,654.0,191.82 +403,"menelaos","dqn-SpaceInvadersNoFrameskip-v4",461.87,571.0,109.13 +404,"alsolera","dqn-SpaceInvadersNoFrameskip-v4",461.62,551.0,89.38 +405,"parsasam","dqn-SpaceInvadersNoFrameskip-v4",461.15999999999997,681.0,219.84 +406,"joseph-supples","dqn-SpaceInvadersNoFrameskip-v4",461.06,663.0,201.94 +407,"carolinainmymind","SpaceInvaders",461.01,693.5,232.49 +408,"infatum","dqn-SpaceInvadersNoFrameskip",460.89,625.5,164.61 +409,"BekirTaha","dqn-SpaceInvadersNoFrameskip-v4",460.64,577.5,116.86 +410,"anthonyx","invaders-v4",460.43,557.0,96.57 +411,"haanjack","dqn-SpaceInvadersNoFrameskip-v4",460.13,678.5,218.37 +412,"james0248","SpaceInvadersNoFrameskip-v4",460.02,729.0,268.98 +413,"Mihail-P","qrdqn-SpaceInvadersNoFrameskip-v4_3",459.97,661.5,201.53 +414,"Mihail-P","qrdqn-SpaceInvadersNoFrameskip-v4",459.97,661.5,201.53 +415,"wptmdoorn","unit3-dqn-SpaceInvadersNoFrameskip-v4",459.25,560.0,100.75 +416,"gyronee","SpaceInvadersNoFrameskip-v4",458.82,731.0,272.18 +417,"mikegarts","dqn-SpaceInvadersNoFrameskip-v4",458.52,647.0,188.48 +418,"glitchyordis","dqn-SpaceInvadersNoFrameskip-v4_1e7n_timesteps",458.41,784.5,326.09 +419,"pyflynn","dqn-SpaceInvadersNoFrameskip-v4",458.37,608.5,150.13 +420,"Ransaka","dqn-SpaceInvadersNoFrameskip-v4",458.36,738.0,279.64 +421,"mayorov-s","dqn-SpaceInvadersNoFrameskip-v4",457.38,612.0,154.62 +422,"pomp","SpaceInvadersNoFrameskip-v4-DQN",457.15999999999997,577.0,119.84 +423,"happycoding","dqn-SpaceInvadersNorFrameskip-v4",457.07,586.0,128.93 +424,"ryanaspen","dqn-SpaceInvaders",456.58000000000004,629.0,172.42 +425,"smartbotfactory","dqn-SpaceInvadersNoFrameskip-v4",456.58,558.0,101.42 +426,"GoldenShotgun","dqn-SpaceInvadersNoFrameskip",456.53,574.0,117.47 +427,"gnieto","DRL_unit3",456.48,614.0,157.52 +428,"GauthamB","dqn-SpaceInvadersNoFrameskip-v4",456.47,606.5,150.03 +429,"danmorris427","dqn-SpaceInvadersNoFrameskip-v4",456.43,679.0,222.57 +430,"AliSab","dqn-SpaceInvadersNoFrameskip-v4",456.40999999999997,636.0,179.59 +431,"send-it","dqn-SpaceInvadersNoFrameskip-v4",456.32,558.5,102.18 +432,"SyedAbdul","dqn-SpaceInvadersNoFrameskip-v4",456.25,631.0,174.75 +433,"marianokamp","dqn-SpaceInvadersNoFrameskip-v4",456.23,627.0,170.77 +434,"kjmann","space_invaders_handson_1e6",456.05,595.5,139.45 +435,"emylrahim","dqn-SpaceInvadersNoFrameskip-v4",455.6,599.0,143.4 +436,"chradden","dqn-SpaceInvadersNoFrameskip-v4",454.1,589.5,135.4 +437,"bonadio","dqn-SpaceInvadersNoFrameskip-v4",454.01,514.0,59.99 +438,"stevbach","dqn-SpaceInvadersNoFrameskip-v4",454.0,526.0,72.0 +439,"jkorstad","dqn-SpaceInvadersNoFrameskip-v4",453.77,818.5,364.73 +440,"jkorstad","dqn-SpaceInvadersNoFrameskip-v4.1",453.77,818.5,364.73 +441,"jkorstad","dqn-SpaceInvadersNoFrameskip-v4.2",453.77,818.5,364.73 +442,"zap-thamm","DQN-SpaceInvadersNoFrameskip-v4",453.22,613.5,160.28 +443,"charmquark","dqn-SpaceInvadersNoFrameskip-v4",453.04,722.0,268.96 +444,"butchland","dqn-SpaceInvadersNoFrameskip-v4",452.78999999999996,582.0,129.21 +445,"GesturingMan","dqn-SpaceInvadersNoFrameskip-v4",452.3,755.5,303.2 +446,"pabloac31","dqn-SpaceInvadersNoFrameskip-v4",452.25,674.0,221.75 +447,"KoRiF","dqn-SpaceInvadersNoFrameskip-v4",451.1,581.0,129.9 +448,"skyline22","RL",450.73,607.0,156.27 +449,"ashutosh1919","dqn-SpaceInvadersNoFrameskip-v4",450.38,734.5,284.12 +450,"NikitaErmolaev","dqn-SpaceInvadersNoFrameskip-v4",450.33000000000004,598.0,147.67 +451,"nikgeo","dqn-SpaceInvadersNoFrameskip-v4",449.90999999999997,693.0,243.09 +452,"lnros","dqn-SpaceInvadersNoFrameskip-v4",449.6,676.0,226.4 +453,"arb9p4","dqn-SpaceInvadersNoFrameskip-v4",449.38,627.5,178.12 +454,"akgeni","qrdqn-SpaceInvadersNoFrameskip-v4",449.05,731.0,281.95 +455,"sb3","dqn-SpaceInvadersNoFrameskip-v4",448.74,680.0,231.26 +456,"Rubywong123","dqn-SpaceInvadersNoFrameskip",448.59000000000003,621.0,172.41 +457,"Kittitouch","dqn-SpaceInvadersNoFrameskip-v4",448.58000000000004,697.5,248.92 +458,"NathanaelM","dqn-SpaceInvadersNoFrameskip-v4",448.32,577.5,129.18 +459,"Ithai","dqn-SpaceInvadersNoFrameskip-v4",448.01,685.5,237.49 +460,"khatkeashish","dqn-SpaceInvadersNoFrameskip-v4",447.82,672.5,224.68 +461,"vijmeister","dqn-SpaceInvadersNoFrameskip-v4",447.46,712.5,265.04 +462,"Terence3927","dqn-SpaceInvadersNoFrameskip-v4",447.43,670.5,223.07 +463,"aj555","dqn-SpaceInvadersNoFrameskip-v4",446.95,597.0,150.05 +464,"renee127","dqn-SpaceInvadersNoFrameskip-v4",446.78,599.5,152.72 +465,"ahmad-alismail","dqn-SpaceInvadersNoFrameskip-v4",446.77,613.0,166.23 +466,"Deisler","dqn-SpaceInvadersNoFrameskip-v4",446.69,571.0,124.31 +467,"EvaOr","deepRL_chp3_dqn-SpaceInvadersNoFrameskip-v4",446.68,649.0,202.32 +468,"numan966","dqn-SpaceInvadersNoFrameskip-v4",446.41,767.5,321.09 +469,"Rowehn","dqn-SpaceInvadersNoFrameskip-v4",446.34000000000003,530.5,84.16 +470,"DavidCollier","dqn-SpaceInvadersNoFrameskip-v4",446.2,634.5,188.3 +471,"arbts","SpaceInvadersNoFrameskip-v4",446.17,784.0,337.83 +472,"Hourai","dqn-SpaceInvadersNoFrameskip-v4",445.9,708.5,262.6 +473,"misza222","dqn-SpaceInvadersNoFrameskip-v4",445.7,636.5,190.8 +474,"EExe","dqn-SpaceInvadersNoFrameskip-v4",445.4,543.0,97.6 +475,"bguan","dqn-SpaceInvadersNoFrameskip-v4",445.37,674.5,229.13 +476,"hruslen","SpaceInvadersNoFrameskip-v4",445.28,575.5,130.22 +477,"SuburbanLion","dqn-SpaceInvadersNoFrameskip-v4.3",445.25,689.5,244.25 +478,"dbaibak","dqn-SpaceInvadersNoFrameskip-v4",445.17,760.5,315.33 +479,"FelipePasquevich","dqn-SpaceInvadersNoFrameskip-v4",445.08000000000004,592.0,146.92 +480,"petergoldstein","dqn-SpaceInvadersNoFrameskip-v1",445.08,542.5,97.42 +481,"kreepy","dqn-SpaceInvadersNoFrameskip-vsc",444.64,593.0,148.36 +482,"QuickSilver007","dqn-SpaceInvadersNoFrameskip-v4",444.40999999999997,580.0,135.59 +483,"moschouChry","dqn-SpaceInvadersNoFrameskip-v4",444.06,608.0,163.94 +484,"gelas","dqn-SpaceInvadersNoFrameskip-v4",443.35,547.5,104.15 +485,"brahamdp","dqn-SpaceInvadersNoFrameskip-v4",443.28,656.0,212.72 +486,"sujit27","dqn-SpaceInvadersNoFrameskip-v4",443.23,613.0,169.77 +487,"Maulik-P","dqn-SpaceInvadersNoFrameskip-v4",442.94,588.0,145.06 +488,"andrea-silvi","dqn-SpaceInvadersNoFrameskip-v4",442.82,554.5,111.68 +489,"qgallouedec","ppo-SpaceInvadersNoFrameskip-v4-135234356",442.65,1018.5,575.85 +490,"i4ata","dqn-SpaceInvadersNoFrameskip-v4",442.52,629.0,186.48 +491,"Nnarruqt","dqn-SpaceInvadersNoFrameskip-v4",442.16999999999996,983.5,541.33 +492,"matolszew","dqn-SpaceInvadersNoFrameskip-v4",441.82,527.5,85.68 +493,"romeromuerto","dqn-SpaceInvadersNoFrameskip-v4",441.78,611.5,169.72 +494,"JfuentesR","dqn-SpaceInvadersNoFrameskip-v4",441.73,537.0,95.27 +495,"Waterboy96","SpaceInvaders",441.51,593.5,151.99 +496,"unfinity","dqn-SpaceInvadersNoFrameskip-v4",441.45,559.0,117.55 +497,"rossHuggingMay","dqn-SpaceInvadersNoFrameskip-v4",441.43,621.0,179.57 +498,"albertcalin","dqn-SpaceInvadersNoFrameskip-v4",440.9,569.5,128.6 +499,"heziyevv","dqn-SpaceInvadersNoFrameskip-v4",440.77,668.5,227.73 +500,"AmineEA","dqn-SpaceInvadersNoFrameskip-v4",440.77,870.0,429.23 +501,"ghassenhannachi","dqn-SpaceInvadersNoFrameskip-v4",440.7,723.5,282.8 +502,"ankandrew","3-Frames-DQN-SpaceInvadersNoFrameskip-v4",440.69,540.5,99.81 +503,"dhorbach","hfc_dqn-SpaceInvadersNoFrameskip-v4",440.65999999999997,593.0,152.34 +504,"Corianas","ppo-SpaceInvadersNoFrameskip-v4.loadbest",440.36,729.5,289.14 +505,"phonenix","dqn-SpaceInvadersNoFrameskip-v4",440.23,747.5,307.27 +506,"Corianas","qrdqn-3frame-SpaceInvadersNoFrameskip-v4_3",440.19000000000005,3941.5,3501.31 +507,"bsenst","dqn-SpaceInvadersNoFrameskip-v4",439.83000000000004,574.5,134.67 +508,"nutjung","dqn-SpaceInvadersNoFrameskip-v4",439.78999999999996,610.0,170.21 +509,"mjschock","dqn-SpaceInvadersNoFrameskip-v4",439.39,577.0,137.61 +510,"sleepytaco","dqn-SpaceInvadersNoFrameskip-v4",439.16999999999996,614.5,175.33 +511,"mobiusmatt","qn-SpaceInvadersNoFrameskip-v4",438.55,573.0,134.45 +512,"Niraya666","dqn-SpaceInvadersNoFrameskip-v4_8",438.43,554.5,116.07 +513,"rhiga","dqn-SpaceInvadersNoFrameskip-v4",438.25,608.0,169.75 +514,"Galeros","dqn-SpaceInvadersNoFrameskip-v4",437.85,525.0,87.15 +515,"FlavienDeseure","dqn-SpaceInvadersNoFrameskip-v4",437.73,634.5,196.77 +516,"coddiw0mple","dqn-SpaceInvadersNoFrameskip-v4",437.18,656.0,218.82 +517,"Developer-Karthi","dqn-SpaceInvadersNoFrameskip-v4",437.18,649.0,211.82 +518,"rdesarz","dqn-atari",437.13,607.0,169.87 +519,"qgallouedec","ppo-SpaceInvadersNoFrameskip-v4-1777590060",436.04,902.0,465.96 +520,"btsas","dqn-SpaceInvadersNoFrameskip-v4",435.87,611.0,175.13 +521,"brcps12","dqn-SpaceInvadersNoFrameskip-v4",435.21,808.0,372.79 +522,"Jclementg","dqn-SpaceInvadersNoFrameskip-v4",434.53999999999996,577.5,142.96 +523,"ZhihongDeng","dqn-SpaceInvadersNoFrameskip-v4",434.25,778.5,344.25 +524,"JYC333","dqn-SpaceInvadersNoFrameskip-v4",434.0,789.5,355.5 +525,"Seif","dqn-SpaceInvadersNoFrameskip-v4",433.88,529.5,95.62 +526,"NXBY","dqn-SpaceInvadersNoFrameskip-v4",433.74,510.5,76.76 +527,"c-q","dqn-SpaceInvadersNoFrameskip-v4",433.23,689.5,256.27 +528,"Lakshya2k","dqn-SpaceInvadersNoFrameskip-v4",432.53999999999996,650.0,217.46 +529,"tomercagan","dqn-SpaceInvadersNoFrameskip-v4",432.52,653.0,220.48 +530,"jentrialgo","dqn-SpaceInvadersNoFrameskip-v4",432.27,733.0,300.73 +531,"Nnarruqt","dqn-SpaceInvadersNV-V4",432.02,564.5,132.48 +532,"robotman0","dqn-SpaceInvadersNoFrameskip-4",431.99,655.5,223.51 +533,"kestrel256","dqn-SpaceInvadersNoFrameskip",431.96000000000004,624.0,192.04 +534,"vitorhgomes","dqn-SpaceInvadersNoFrameskip-v4",431.82,604.5,172.68 +535,"ShreyasM","dqn-SpaceInvadersNoFrameskip-v4",431.8,710.0,278.2 +536,"sohm","dqn-SpaceInvadersNoFrameskip-v4",431.77,541.5,109.73 +537,"renee127","dqn-SpaceInvadersNoFrameskip-v4-v2",431.68,764.0,332.32 +538,"varevshatyan","dqn-SpaceInvadersNoFrameskip-v4",431.67,541.0,109.33 +539,"jayeshvpatil","dqn-SpaceInvadersNoFrameskip-v4",431.6,669.0,237.4 +540,"Shivraj8615","dqn-SpaceInvadersNoFrameskip-v4",430.87,643.0,212.13 +541,"sliu","sliu-dqn-atari",430.76,691.5,260.74 +542,"ahjim0m0","dqn-SpaceInvadersNoFrameskip-v4_v1",430.71000000000004,583.5,152.79 +543,"cmenasse","dqn-SpaceInvadersNoFrameskip-v4",430.69,626.5,195.81 +544,"mmartu","dqn-SpaceInvadersNoFrameskip-v4",430.27,628.0,197.73 +545,"SRobbins","dqn-SpaceInvadersNoFrameskip-v4",430.1,678.5,248.4 +546,"cfisicaro","dqn-SpaceInvadersNoFrameskip-v4",430.01,579.0,148.99 +547,"ianspektor","dqn-SpaceInvadersNoFrameskip-v4",429.76,538.5,108.74 +548,"juansebashr","dqn-SpaceInvadersNoFrameskip-v4",429.6,686.5,256.9 +549,"MLWhiz","dqn-SpaceInvadersNoFrameskip-v4",429.51,642.0,212.49 +550,"eugene-d","dqn-SpaceInvadersNoFrameskip-v4",429.47,624.5,195.03 +551,"Harrier","dqn-SpaceInvadersNoFrameskip-v4",428.89,615.5,186.61 +552,"rahul-t-p","dqn-SpaceInvadersNoFrameskip-v4",428.62,618.5,189.88 +553,"ThePianist","dqn-SpaceInvadersNoFrameskip-v4",428.6,535.0,106.4 +554,"grinsepilz","dqn-SpaceInvadersNoFrameskip-v4",428.54,510.0,81.46 +555,"tareknaser","dqn-SpaceInvadersNoFrameskip",428.27,593.0,164.73 +556,"cfalholt","dqn-SpaceInvadersNoFrameskip-v4",428.09000000000003,652.0,223.91 +557,"herooooooooo","dqn-SpaceInvadersNoFrameskip-v4",427.95,535.0,107.05 +558,"YoanG","dqn-SpaceInvadersNoFrameskip-v4",427.90999999999997,598.5,170.59 +559,"gstaff","dqn-SpaceInvadersNoFrameskip-v4",427.53999999999996,650.0,222.46 +560,"morganjeffries","dqn-SpaceInvadersNoFrameskip-v4",427.42,786.0,358.58 +561,"SuburbanLion","dqn-SpaceInvadersNoFrameskip-v4",427.16999999999996,658.5,231.33 +562,"Ambiwlans","dqn-SpaceInvadersNoFrameskip-v4",427.03999999999996,594.5,167.46 +563,"eoulster","dqn-SpaceInvadersNoFrameskip-v4",426.84000000000003,652.5,225.66 +564,"Chris1","a2c-SpaceInvadersNoFrameskip-v4",426.71,532.5,105.79 +565,"globophobe","dqn-SpaceInvadersNoFrameskip-v4",426.65,654.0,227.35 +566,"jesusfbes","dqn-SpaceInvadersNoFrameskip-v4",426.6,749.5,322.9 +567,"heidragon3045","dqn-SpaceInvadersNoFrameskip-v4",426.46000000000004,601.5,175.04 +568,"asubiabre","dqn-SpaceInvadersNoFrameskip-v4",426.39,605.0,178.61 +569,"armargolis","dqn-SpaceInvadersNoFrameskip-v4",425.89,630.0,204.11 +570,"Nelsonlin0321","dqn-SpaceInvadersNoFrameskip-v4",425.52,634.0,208.48 +571,"sarahpuspdew","DeepRLCourse_Unit3-dqn-SpaceInvadersNoFrameskip-v4",425.5,614.0,188.5 +572,"OliP","dqn-SpaceInvadersNoFrameskip-v4",425.45,572.0,146.55 +573,"tooucci","Atari",425.06,576.0,150.94 +574,"mertyazan","dqn-SpaceInvadersNoFrameskip-v4",424.93,605.0,180.07 +575,"mgarciav","dqn-SpaceInvadersNoFrameskip-v4",424.93,676.5,251.57 +576,"FBM","dqn-SpaceInvadersNoFrameskip-v4",424.39,525.5,101.11 +577,"SnoopKilla","dqn-SpaceInvadersNoFrameskip-v4",424.3,508.5,84.2 +578,"AMI0x","dqn-SpaceInvadersNoFrameskip-v4",424.21,545.0,120.79 +579,"tjscollins","atari-dqn",424.11,565.5,141.39 +580,"danieladejumo","dqn-SpaceInvadersNoFrameskip-v4",424.03999999999996,618.5,194.46 +581,"tayfen","rl_course_3_dqn-SpaceInvadersNoFrameskip-v4",423.59000000000003,612.5,188.91 +582,"Michunie","SpaceInvadersNoFrameskip-v4-DQN",423.39,580.5,157.11 +583,"dfm794","dqn-SpaceInvadersNoFrameskip-v4-trial1",423.19,792.5,369.31 +584,"greedypiggy","dqn-SpaceInvadersNoFrameskip-v4",423.09,715.0,291.91 +585,"yangwj2011","dqn-SpaceInvadersNoFrameskip-v4",422.87,630.5,207.63 +586,"jason1i","dqn-SpaceInvadersNoFrameskip-v4",422.63,720.5,297.87 +587,"curt-tigges","dqn-SpaceInvadersNoFrameskip-v4",422.55,617.0,194.45 +588,"igpaub","dqn-SpaceInvadersNoFrameskip-v4",422.49,574.5,152.01 +589,"phildav","dqn-SpaceInvadersNoFrameskip-v4",422.33,529.0,106.67 +590,"stucksam","dqn-SpaceInvadersNoFrameskip-v4",422.06,508.0,85.94 +591,"kRo0T","dqn-SpaceInvadersNoFrameskip-v4",422.03999999999996,622.0,199.96 +592,"DoctorRobotnik","my-first-dqn-model",421.39,581.0,159.61 +593,"loanb31","dqn-SpaceInvadersNoFrameskip-v4-v1",421.23,582.0,160.77 +594,"AliMMZ","dqn-SpaceInvadersFirst-v4",421.13,538.5,117.37 +595,"D0k-tor","dqn-SpaceInvadersNoFrameskip-v4",420.95,588.0,167.05 +596,"SAL83","dqn-SpaceInvadersNoFrameskip-v4",420.94,546.5,125.56 +597,"gian-cr","SpaceInvadersNoFrameskip-v4",420.5,637.0,216.5 +598,"issajatt","dqn-SpaceInvadersNoFrameskip-v4",420.48,618.5,198.02 +599,"saurabhnaik","dqn-SpaceInvadersNoFrameskip-v4",420.34000000000003,578.0,157.66 +600,"malamasn","dqn-SpaceInvadersNoFrameskip-v4",419.90999999999997,568.0,148.09 +601,"egee","dqn-SpaceInvadersNoFrameskip-v4",419.47,632.0,212.53 +602,"dor88","dqn-SpaceInvadersNoFrameskip-v4",419.13,577.5,158.37 +603,"rayedbw","dqn-SpaceInvadersNoFrameskip-v4",418.98,573.5,154.52 +604,"Il8","dqn-SpaceInvadersNoFrameskip-v4",418.91999999999996,609.5,190.58 +605,"sgoodfriend","dqn-sb3-SpaceInvadersNoFrameskip-v4",418.27,539.5,121.23 +606,"MerveOzer","dqn-SpaceInvadersNoFrameskip-v4",418.12,509.0,90.88 +607,"ibadrehman","dqn-SpaceInvadersNoFrameskip-v4",417.97,525.5,107.53 +608,"zarifikram","dqnSpaceInvader",417.12,588.0,170.88 +609,"NielsV","dqn-SpaceInvadersNoFrameskip-v4",416.89,534.5,117.61 +610,"ankandrew","4-Frames-DQN-SpaceInvadersNoFrameskip-v4",416.88,753.5,336.62 +611,"pastells","dqn-SpaceInvadersNoFrameskip-v4",416.84000000000003,574.0,157.16 +612,"YoriV","SpaceInvadersNoFrameskip-v4",416.71000000000004,584.5,167.79 +613,"CoreyMorris","SpaceInvadersNoFrameskip-v4-mid",416.16999999999996,609.5,193.33 +614,"Vorlde","dqn-SpaceInvadersNoFrameskip-v4",416.12,743.5,327.38 +615,"Your-Cheese","Space-InvadersNoFrameskip-v4",415.86,593.5,177.64 +616,"andge","dqn-SpaceInvadersNoFrameskip-v4",415.78999999999996,630.0,214.21 +617,"sachaguer","dqn-SpaceInvadersNoFrameskip-v4",415.6,540.0,124.4 +618,"vicfeuga","dqn-SpaceInvadersNoFrameskip-v4",415.01,545.5,130.49 +619,"eldraco","dqn-SpaceInvadersNoFrameskip-v4",414.63,566.0,151.37 +620,"nachshonc","RLunit3",414.28,625.5,211.22 +621,"bjpsantos","dqn-SpaceInvadersNoFrameskip-v4",414.26,521.0,106.74 +622,"kucharskipj","dqn-SpaceInvadersNoFrameskip-v4",414.26,673.5,259.24 +623,"hendoo","dqn-SpaceInvadersNoFrameskip-v4",414.13,631.0,216.87 +624,"taoist","dqn-SpaceInvadersNoFrameskip-v4",414.12,567.5,153.38 +625,"ataunal","dqn-SpaceInvadersNoFrameskip-v4",414.03,637.0,222.97 +626,"albertqueralto","dqn-SpaceInvadersNoFrameskip-v4",413.74,497.5,83.76 +627,"sofiapecora","SpaceInvadersNoFrameskip-v4",413.49,529.5,116.01 +628,"alvarobb","dqn-SpaceInvadersNoFrameskip-v4",413.25,670.0,256.75 +629,"Corianas","ppo-SpaceInvadersNoFrameskip-v4",413.17999999999995,1025.5,612.32 +630,"mallycrip","dqn-SpaceInvadersNoFrameskip-v4",413.08000000000004,628.0,214.92 +631,"wooihen","dqn-SpaceInvadersNoFrameskip-v4",413.03,670.5,257.47 +632,"vldnechai","dqn-SpaceInvadersNoFrameskip-v4",412.86,578.0,165.14 +633,"Lakshya","dqn-SpaceInvadersNoFrameskip-v4",412.61,679.5,266.89 +634,"johnhudzinatr","dqn-SpaceInvadersNoFrameskip-v4",412.57,603.5,190.93 +635,"israel-avihail","dqn-SpaceInvadersNoFrameskip-v4",410.73,667.0,256.27 +636,"Arch4ngel","dqn-SpaceInvadersNoFrameskip-v4",410.41999999999996,580.5,170.08 +637,"codeSpaghetti","SpaceInvadersNoFrameskip-v4",410.31,615.0,204.69 +638,"hussamalafandi","dqn-SpaceInvadersNoFrameskip-v4",410.1,568.0,157.9 +639,"dcduplooy","SpaceInvadersNoFrameskip-v4",410.09,701.5,291.41 +640,"MrDivakaruni","dqn-SpaceInvadersNoFrameskip-v4",408.87,582.5,173.63 +641,"mfidabel","dqn-SpaceInvadersNoFrameskip-v4",408.84000000000003,553.0,144.16 +642,"maurya","dqn-space-invaders",408.83000000000004,564.0,155.17 +643,"SebastianS","dqn-SpaceInvadersNoFrameskip-v4",408.57,622.5,213.93 +644,"ScareCrow432","dqn-SpaceInvadersNoFrameskip-v4",408.51,622.5,213.99 +645,"toreil","dqn-SpaceInvadersNoFrameskip-v4",408.47,526.0,117.53 +646,"shakabash","dqn-SpaceInvadersNoFrameskip-v4",408.28999999999996,654.0,245.71 +647,"kws","dqn-SpaceInvadersNoFrameskip-v4",408.1,603.0,194.9 +648,"i8pxgd2s","dqn-SpaceInvaderNoFrameskip-v4",408.01,602.0,193.99 +649,"sivan22","dqn-SpaceInvadersNoFrameskip-v4",407.66999999999996,567.5,159.83 +650,"brunonishimoto","dqn-SpaceInvadersNoFrameskip-v4",407.31,660.5,253.19 +651,"th1s1s1t","dqn-SpaceInvadersNoFrameskip-v1",406.91999999999996,600.0,193.08 +652,"th1s1s1t","dqn-SpaceInvadersNoFrameskip-v4",406.91999999999996,600.0,193.08 +653,"ElementBrawlerAI","dqn-SpaceInvadersNoFrameskip-v4",406.86,728.0,321.14 +654,"Leonhard17","dqn-SpaceInvadersNoFrameskip-v4",406.72,777.5,370.78 +655,"manuelmaiorano","dqn-SpaceInvadersNoFrameskip-v4",406.6,721.0,314.4 +656,"PakanunNoa","dqn-SpaceInvadersNoFrameskip-v4",405.52,590.5,184.98 +657,"av3006","dqn-SpaceInvadersNoFrameskip-v4",405.2,545.0,139.8 +658,"kreepy","dqn-SpaceInvadersNoFrameskip-v4",404.86,598.5,193.64 +659,"andli28","dqn-SpaceInvadersNoFrameskip-v4",404.85,675.0,270.15 +660,"paicup09","dqn-SpaceInvadersNoFrameskip-v4",404.73,556.0,151.27 +661,"mahmoud-mohey","dqn-SpaceInvadersNoFrameskip-v4",404.41,731.0,326.59 +662,"qxakshat","dqn-SpaceInvadersNoFrameskip-v4",404.36,536.5,132.14 +663,"arrandi","dqn-SpaceInvadersNoFrameskip-v4",404.11,504.5,100.39 +664,"FranEnguix","dqn-SpaceInvadersNoFrameskip-v4",403.88,504.0,100.12 +665,"ayor-dns","dqn-SpaceInvadersNoFrameskip-v4",403.76,498.0,94.24 +666,"a-doering","dqn-SpaceInvadersNoFrameskip-v4",403.69,624.5,220.81 +667,"dvalbuena1","dqn-SpaceInvadersNoFrameskip-v4",403.53,526.0,122.47 +668,"vebie91","dqn-SpaceInvadersNoFrameskip-v4-1.2",403.15,563.0,159.85 +669,"spacestar1705","dqn-SpaceInvadersNoFrameskip-v4",403.14,508.5,105.36 +670,"ksmcg","dqn-spaceinvaders-ksmcg",403.06,614.0,210.94 +671,"plegg","dqn-SpaceInvadersNoFrameskip-v4",402.88,573.0,170.12 +672,"jovisaib","dqn-SpaceInvadersNoFrameskip-v4",402.73,606.5,203.77 +673,"mbertheau","hf-drl-course-3-dqn-SpaceInvadersNoFrameskip-v4",402.64,856.5,453.86 +674,"Rowehn","dqn-SpaceInvadersNoFrameskip-v4-retrain1",402.57,605.5,202.93 +675,"Fer14","dqn-SpaceInvadersNoFrameskip",402.52,501.0,98.48 +676,"hezzze","dqn-SpaceInvadersNoFrameskip-v4",401.76,573.5,171.74 +677,"vcncolin","SpaceInvdqn",401.56,623.5,221.94 +678,"vk21","SpaceInvadersNoFrameskip-v4",401.53,576.5,174.97 +679,"glitchyordis","dqn-SpaceInvadersNoFrameskip-v4",401.23,691.0,289.77 +680,"jcramirezpr","dqn-SpaceInvadersNoFrameskip-v4",400.9,549.0,148.1 +681,"GrumpyPants","dqn-SpaceInvadersNoFrameskip-v4",400.89,575.0,174.11 +682,"GGunjan","dqn-SpaceInvadersNoFrameskip-v4",400.65,634.5,233.85 +683,"mtlulka","dqn-SpaceInvadersNoFrameskip-v4",399.85,612.0,212.15 +684,"bguan","SpaceInvadersNoFrameskip-v4-2Msteps",399.83000000000004,550.0,150.17 +685,"Agneev","dqn-SpaceInvadersNoFrameskip-v4",399.39,643.5,244.11 +686,"Dharkelf","dqn-SpaceInvadersNoFrameskip-v4",398.9,603.0,204.1 +687,"ospeek","qrdqn-SpaceInvadersNoFrameskip-v4",398.82,523.0,124.18 +688,"Hristo","unit3_model",398.5,662.0,263.5 +689,"romc57","dqn-SpaceInvadersNoFrameskip-v4",397.84000000000003,596.0,198.16 +690,"jmcneves","dqn-SpaceInvadersNoFrameskip-v4",397.31,582.0,184.69 +691,"ChechkovEugene","dqn-SpaceInvadersNoFrameskip-v4",397.15,593.5,196.35 +692,"carlosmirandad","rl-class-dqn-SpaceInvadersNoFrameskip-v4",396.8,531.5,134.7 +693,"dmenini","dqn-SpaceInvadersNoFrameskip-v4",396.71,500.5,103.79 +694,"keyblade95","dqn-SpaceInvadersNoFrameskip-v4",396.28999999999996,584.5,188.21 +695,"ldaquan1996","dqn-SpaceInvadersNoFrameskip-v4",395.96000000000004,536.5,140.54 +696,"Beegbrain","dqn-SpaceInvadersNoFrameskip-v4",395.51,648.0,252.49 +697,"nakanolab","dqn-SpaceInvadersNoFrameskip",395.21000000000004,643.5,248.29 +698,"lunared473","dqn-SpaceInvadersNoFrameskip-v4",394.76,702.0,307.24 +699,"zzen0008","dqn-SpaceInvadersNoFrameskip-v4",394.53,687.0,292.47 +700,"MarshallPF","dqn-SpaceInvadersNoFrameskip-v4",394.33,678.5,284.17 +701,"AKal","dqn-SpaceInvadersNoFrameskip-v4",393.78,650.0,256.22 +702,"YaYaB","SpaceInvadersNoFrameskip-v4-2",393.77,556.0,162.23 +703,"avojarot","dqn-SpaceInvadersNoFrameskip-v4",393.74,622.0,228.26 +704,"yovchev","dqn-SpaceInvadersNoFrameskip-v4",393.71000000000004,558.0,164.29 +705,"kambehmw","dqn-SpaceInvadersNoFrameskip-v4",393.25,549.0,155.75 +706,"giobin","dqn-SpaceInvadersNoFrameskip-v4",392.76,540.0,147.24 +707,"JabrilJacobs","dqn-SpaceInvadersNoFrameskip-v4",392.54,665.5,272.96 +708,"dataLearning","dqn-SpaceInvadersNoFrameskip-v4",392.52,486.0,93.48 +709,"mmontecino","dqn-SpaceInvadersNoFrameskip-v4",392.12,615.5,223.38 +710,"arkadyark","dqn-SpaceInvadersNoFrameskip-v4-ppo",391.9,862.5,470.6 +711,"alexliap","SpaceInvdaders",391.86,608.0,216.14 +712,"aaronrmm","dqn-SpaceInvadersNoFrameskip-v4",391.8,670.0,278.2 +713,"tsuneji","dqn-SpaceInvadersNoFrameskip-v4",391.63,631.5,239.87 +714,"babakc","dqn-SpaceInvadersNoFrameskip-v4",391.05,539.0,147.95 +715,"victorjmarin","dqn-SpaceInvadersNoFrameskip-v4",390.77,519.5,128.73 +716,"frankenstyle","dqn-SpaceInvadersNoFrameskip-v4",390.24,523.0,132.76 +717,"zeeshan-sardar","dqn-SpaceInvadersNoFrameskip-v",389.99,646.0,256.01 +718,"masterdezign","dqn-SpaceInvadersNoFrameskip-v4",389.94,614.5,224.56 +719,"DJDonovan","dqn-SpaceInvadersNoFrameskip-v4",389.47,496.0,106.53 +720,"parinzee","ppo_lstm-SpaceInvadersNoFrameskip-v4",389.44,464.0,74.56 +721,"mdround","dqn-SpaceInvadersNoFrameskip-v4-1e6ts",389.3,525.0,135.7 +722,"mdround","dqn-SpaceInvadersNoFrameskip-v4",389.3,525.0,135.7 +723,"skyfox","dqn-SpaceInvadersNoFrameskip-v4",388.84,767.0,378.16 +724,"aidiary","dqn-SpaceInvadersNoFrameskip-v4",388.8,633.5,244.7 +725,"Ibtisam","DQN-SpaceInvaders",388.5,541.5,153.0 +726,"messham","dqn-SpaceInvadersNoFrameskip-v4-2",388.4,617.5,229.1 +727,"cinnabun","dqn-SpaceInvaders",388.23,516.0,127.77 +728,"LuniLand","dqn-SpaceInvadersNoFrameskip-v4",388.06,669.0,280.94 +729,"astefani","dqn-SpaceInvadersNoFrameskip-v4",387.24,576.5,189.26 +730,"erosendo","dqn-SpaceInvaders",387.17,493.5,106.33 +731,"oscarb92","dqn-SpaceInvadersNoFrameskip-v4",387.03,563.5,176.47 +732,"hoanglongvn","dqn-SpaceInvadersNoFrameskip-v4",386.9,517.5,130.6 +733,"jayshim","SpaceInvadersNoFrameskip-v4",386.88,581.5,194.62 +734,"avoroshilov","dqn-SpaceInvadersNoFrameskip-v4",386.77,716.5,329.73 +735,"kostasang","dqn-SpaceInvadersNoFrameskip-v4",386.40999999999997,552.0,165.59 +736,"caioiglesias","dqn-SpaceInvadersNoFrameskip-v4",385.44,602.5,217.06 +737,"yumingyi","dqn-SpaceInvadersNoFrameskip-v4",385.32,529.0,143.68 +738,"prepsyched","dqn-SpaceInvadersNoFrameskip-v4",384.49,585.0,200.51 +739,"Mithul","SpaceInvadersNoFrameskip-v4",383.92,474.0,90.08 +740,"agercas","dqn-SpaceInvadersNoFrameskip-v4",383.77,710.0,326.23 +741,"msgerasyov","dqn-SpaceInvadersNoFrameskip-v4",383.43,524.0,140.57 +742,"Senura","dqn-SpaceInvadersNoFrameskip-v4",383.2,654.0,270.8 +743,"adam1brownell","u3_space_invade",383.14,545.0,161.86 +744,"Viswes","dqn-SpaceInvadersNoFrameskip-v4",383.08000000000004,582.0,198.92 +745,"Hawk91","dqn-SpaceInvadersNoFrameskip",382.64,507.0,124.36 +746,"Liapunov","dqn-SpaceInvadersNoFrameskip-v4",382.41999999999996,531.5,149.08 +747,"jxiao","dqn-SpaceInvadersNoFrameskip-v4",382.12,551.5,169.38 +748,"kebei","dqn-SpaceInvadersNoFrameskip-v4",381.98,541.5,159.52 +749,"Nasree","dqn-SpaceInvadersNoFrameskip-v4",381.83000000000004,583.5,201.67 +750,"emre06c","dqn-SpaceInvadersNoFrameskip-v4",381.74,669.0,287.26 +751,"chandc","dqn-SpaceInvadersNoFrameskip-v4",381.57,510.5,128.93 +752,"saeedHedayatian","dqn_spaceInvaders-2",380.96000000000004,540.5,159.54 +753,"spadaal","SpaceInvadersNoFrameskip-v4",380.72,530.0,149.28 +754,"Rowehn","dqn-SpaceInvadersNoFrameskip-v4-retrain3",380.59000000000003,610.0,229.41 +755,"matemato","dqn-SpaceInvadersNoFrameskip-v4",380.45,512.0,131.55 +756,"kzipa","dqn-SpaceInvadersNoFrameskip-v4",380.4,620.5,240.1 +757,"Kentris","dqn-SpaceInvadersNoFrameskip-v4",380.25,541.0,160.75 +758,"Augcos","dqn-SpaceInvadersNoFrameskip-v4",380.03,567.5,187.47 +759,"vovikdrg","space-invaders",379.28999999999996,606.5,227.21 +760,"fbeghell","dqn-SpaceInvadersNoFrameskip-v4",379.0,530.0,151.0 +761,"smeth","dqn-SpaceInvadersNoFrameskip-v4",378.7,706.5,327.8 +762,"miki030","dqn-SpaceInvadersNoFrameskip-v4",378.39,601.5,223.11 +763,"rakeshjohny","dqn-SpaceInvadersNoFrameskip",378.35,586.0,207.65 +764,"meganstodel","dqn-SpaceInvadersNoFrameskip-v4",378.33,737.0,358.67 +765,"sheryliza","dqn-SpaceInvadersNoFrameskip-v4",378.03999999999996,552.5,174.46 +766,"Honza","dqn-SpaceInvadersNoFrameskip-v4",377.6,530.0,152.4 +767,"Jojo78","dqn-SpaceInvadersNoFrameskip-v4",377.05,574.5,197.45 +768,"VAZaytsev","dqn-SpaceInvadersNoFrameskip-v4",376.76,607.0,230.24 +769,"6001k1d","dqn-SpaceInvadersNoFrameskip-v4",376.49,599.0,222.51 +770,"MerlinTK","dqn-SpaceInvadersNoFrameskip-v4",376.32,483.0,106.68 +771,"xavisgg","dqn-SpaceInvadersNoFrameskip-v4",376.23,529.5,153.27 +772,"pneubauer","basic-dqn-SpaceInvadersNoFrameskip-v4",376.07,579.0,202.93 +773,"Klyak","dqn-SpaceInvadersNoFrameskip-v4",375.8,552.5,176.7 +774,"GrimReaperSam","space-invaders-dqn",374.99,489.0,114.01 +775,"lsaulier","dqn-SpaceInvadersNoFrameskip-v4",374.71000000000004,514.5,139.79 +776,"atorre","dqn-SpaceInvadersNoFrameskip-v4",374.64,456.0,81.36 +777,"Isaacgv","dqn-SpaceInvadersNoFrameskip-v4",374.53,625.5,250.97 +778,"Qilex","dqn-SpaceInvadersNoFrameskip-v4",374.40999999999997,614.5,240.09 +779,"akghxhs55","dqn-SpaceInvadersNoFrameskip-v4",373.76,530.5,156.74 +780,"Hrushi","SpaceInvadersNoFrameskip-v4",373.72,636.0,262.28 +781,"Felipe474","dqn-SpaceInvadersNoFrameskip-v4",373.5,539.0,165.5 +782,"fermaat","dqn-SpaceInvadersNoFrameskip-v4",373.14,498.0,124.86 +783,"osman93","SpaceInvadersNoFrameskip-v4",373.01,716.5,343.49 +784,"xaeroq","dqn-SpaceInvadersNoFrameskip-v4",372.77,562.5,189.73 +785,"razvan-matisan","unit3-atari-dqn",372.25,563.5,191.25 +786,"JoBuettner","dqn-SpaceInvadersNoFrameskip-v4",372.23,571.5,199.27 +787,"helpingstar","dqn-SpaceInvadersNoFrameskip-v4",372.1,531.0,158.9 +788,"bsmith0430","dqn-SpaceInvadersNoFrameskip-v4",371.96000000000004,533.5,161.54 +789,"Issacwong","dqn-SpaceInvadersNoFrameskip-v4",371.54,714.5,342.96 +790,"Mykolyt","dqn-SpaceInvadersNoFrameskip-v4",371.36,578.0,206.64 +791,"tim-binding","dqn-SpaceInvadersNoFrameskip-v4",371.11,597.0,225.89 +792,"ecemisildar","SpaceInvadersNoFrameskip-v4",370.73,593.0,222.27 +793,"pruvostmichael","dqn-SpaceInvadersNoFrameskip-v4",370.38,510.0,139.62 +794,"G-e-o-r-g-e","dqn-SpaceInvadersNoFrameskip-v4",370.25,656.0,285.75 +795,"EduardoCGarridoMerchan","SpaceInvadersNoFrameskip-v4",370.1,567.5,197.4 +796,"OMARS200","SpaceInvadersNoFrameskip-v4",370.03,587.5,217.47 +797,"mingdinghan","dqn-SpaceInvadersNoFrameskip-v4",369.76,556.0,186.24 +798,"JessicaHsu","dqn-SpaceInvadersNoFrameskip-v4",369.72,528.5,158.78 +799,"tmilushev","dqn-SpaceInvadersNoFrameskip-v4",369.41,846.0,476.59 +800,"ArtYac","dqn-SpaceInvadersNoFrameskip-v4",369.39,604.0,234.61 +801,"njrosati","dqn-SpaceInvadersNoFrameskip-v4",368.72,618.5,249.78 +802,"danilyef","dqn-SpaceInvadersNoFrameskip-v4",368.67,717.5,348.83 +803,"sptrodon","dqn-SpaceInvadersNoFrameskip-v4",368.43,536.0,167.57 +804,"sun1638650145","dqn-SpaceInvadersNoFrameskip-v4",367.87,544.5,176.63 +805,"calvincbzhang","dqn-SpaceInvadersNoFrameskip-v4",367.59000000000003,580.5,212.91 +806,"mohsin-x-zafar","dqn-SpaceInvadersNoFrameskip-v4",367.53999999999996,515.0,147.46 +807,"TUMxudashuai","dqn-SpaceInvadersNoFrameskip-v4",367.39,607.5,240.11 +808,"chenoi","deepRL3",367.21,681.5,314.29 +809,"Akriel","dqn-SpaceInvadersNoFrameskip-v4",366.6,528.5,161.9 +810,"J4F4N4F","SpaceInvader",366.18,488.0,121.82 +811,"Boiler","dqn-SpaceInvadersNoFrameskip-v4",366.08,635.5,269.42 +812,"Sera47","dqn-SpaceInvadersNoFrameskip-v4",365.90999999999997,540.5,174.59 +813,"s-himmi","dqn-SpaceInvadersNoFrameskip-v4-classic",365.78999999999996,621.5,255.71 +814,"Lucky1","dqn-SpaceInvadersNoFrameskip-v4",365.53999999999996,511.0,145.46 +815,"georgao","dqn-SpaceInvadersNoFrameskip-v4",365.41999999999996,532.5,167.08 +816,"kinkpunk","dqn-SpaceInvadersNoFrameskip-v4-RL",365.33000000000004,591.0,225.67 +817,"eolang","DRL-SpaceInvadersNoFrameskip-v4",364.25,513.0,148.75 +818,"artbreguez","dqn-SpaceInvadersNoFrameskip-v4",363.90999999999997,582.5,218.59 +819,"dugongo","SpaceInvadersNoFrameskip-v4",363.58000000000004,540.5,176.92 +820,"aleks0309","dqn-SpaceInvadersNoFrameskip-v4",363.55,580.5,216.95 +821,"MikkelGodsk","dqn-SpaceInvadersNoFrameskip-v4",363.4,477.0,113.6 +822,"Nake","dqn-SpaceInvadersNoFrameskip-v4",363.05,509.5,146.45 +823,"jcastanyo","dqn-SpaceInvadersNoFrameskip-v4",362.91,644.0,281.09 +824,"ospeek","ppo-SpaceInvadersNoFrameskip-v4",362.8,505.5,142.7 +825,"Convolution","dqn-SpaceInvadersNoFrameskip-v4",362.52,653.0,290.48 +826,"isrouush","dqn-SpaceInvadersNoFrameskip-v4",362.5,595.5,233.0 +827,"Balajirv","dqn-SpaceInvadersNoFrameskip-v4",362.37,481.0,118.63 +828,"antoooooine","dqn-SpaceInvadersNoFrameskip-v4",362.21000000000004,529.5,167.29 +829,"jjjjjjjjjj","dqn-SpaceInvadersNoFrame-v4",362.0,582.5,220.5 +830,"vtisza","dqn-SpaceInvadersNoFrameskip-v4",361.81,584.5,222.69 +831,"MarioLomby","dqn-SpaceInvadersNoFrameskip-v4",360.91,782.0,421.09 +832,"Frorozcol","dqn-SpaceInvadersNoFrameskip-v4",360.68,454.0,93.32 +833,"Nonin","SpaceInvadersNoFrameskip-4",360.31,545.0,184.69 +834,"ahng79","dqn-SpaceInvadersNoFrameskip-v4",359.92,470.5,110.58 +835,"newwater","dqn-SpaceInvadersNoFrameskip-v4",359.85,527.5,167.65 +836,"rgres","dqn-SpaceInvadersNoFrameskip-v4",359.56,555.0,195.44 +837,"TahsinZaman","dqn-SpaceInvadersNoFrameskip-v4",359.11,516.5,157.39 +838,"Unterwexi","dqn-SpaceInvadersNoFrameskip-v4",358.93,632.0,273.07 +839,"SpookyWooky5","dqn-SpaceInvadersNoFrameskip-v4",358.85,601.5,242.65 +840,"Sudomannen","dqn-SpaceInvadersNoFrameskip-v4",358.32,657.5,299.18 +841,"vjeansel","dqn-SI",358.2,471.0,112.8 +842,"UtopiansRareTruth","dqn-SpaceInvadersNoFrameskip-v4",357.55,557.5,199.95 +843,"PeterDerLustige","dqn-SpaceInvadersNoFrameskip-v4",356.98,640.5,283.52 +844,"dimi1357","dqn-SpaceInvadersNoFrameskip-v4",356.8,573.0,216.2 +845,"jannikskytt","dqn-SpaceInvadersNoFrameskip-v4",356.8,659.0,302.2 +846,"MarkieMark1","dqn-SpaceInvadersNoFrameskip-v4",356.34000000000003,497.0,140.66 +847,"Kenemo","dqn-SpaceInvadersNoFrameskip-v4-1Msteps",355.96000000000004,500.5,144.54 +848,"slopezay","dqn-SpaceInvadersNoFrameskip-v4",354.44,499.5,145.06 +849,"bguisard","dqn-SpaceInvadersNoFrameskip-v4",354.38,543.0,188.62 +850,"Segamboam","dqn-SpaceInvadersNoFrameskip-v4",354.15999999999997,568.5,214.34 +851,"jairNeto","dqn-SpaceInvadersNoFrameskip-v4",352.81,558.0,205.19 +852,"peterdamn","dqn-SpaceInvadersNoFrameskip-v4",352.8,720.0,367.2 +853,"dvesely","dqn-SpaceInvadersNoFrameskip-v4",352.49,486.0,133.51 +854,"Kuro96","dqn-SpaceInvadersNoFrameskip-v4",352.38,547.0,194.62 +855,"alkiskoudounas","dqn-SpaceInvadersNoFrameskip-v4",352.07,647.5,295.43 +856,"Mihail-P","dqn-SpaceInvadersNoFrameskip-v4",351.72,441.5,89.78 +857,"snicolau","dqn-SpaceInvadersNoFrameskip-v4",351.51,505.5,153.99 +858,"NikitaBaramiia","dqn-SpaceInvadersNoFrameskip-v4",351.38,451.0,99.62 +859,"dzegan","dqnAtari",350.25,547.5,197.25 +860,"jnacey2","dqn-SpaceInvadersNoFrameskip-v4",349.90999999999997,525.0,175.09 +861,"motmono","dqn-SpaceInvadersNoFrameskip-v4",349.74,491.5,141.76 +862,"ImeneT","dqn-SpaceInvaders",349.16999999999996,585.0,235.83 +863,"dn-gh","dqn-SpaceInvadersNoFrameskip-v4-1",348.34,614.0,265.66 +864,"sarthakc44","dqn-SpaceInvadersNoFrameskip-v1",347.62,447.0,99.38 +865,"victorivus","dqn-SpaceInvadersNoFrameskip-v4",347.0,444.0,97.0 +866,"ben-yu","dqn-SpaceInvadersNoFrameskip-v4",346.76,493.0,146.24 +867,"ggiux","dqn-SpaceInvadersNoFrameskip-v4",346.08000000000004,483.5,137.42 +868,"YaYaB","SpaceInvadersNoFrameskip-v4-1",346.02,511.0,164.98 +869,"jmurphy97","dqn-SpaceInvadersNoFrameskip-v4",345.98,659.0,313.02 +870,"Krawcts","SpaceInvadersNoFrameskip-v4_2",345.98,489.5,143.52 +871,"Bingsu","dqn-SpaceInvadersNoFrameskip-v4",345.66999999999996,571.0,225.33 +872,"Tstarshak","dqn-SpaceInvadersNoFrameskip-v4",345.43,655.5,310.07 +873,"golightly","dqn-SpaceInvadersNoFrameskip-v4",345.43,526.0,180.57 +874,"Eslam25","dqn-SpaceInvadersNoFrameskip-v4",345.34000000000003,564.5,219.16 +875,"Patil","dqn-SpaceInvadersNoFrameskip-v4",345.13,474.5,129.37 +876,"ramonzaca","dqn-SpaceInvadersNoFrameskip-v4",344.89,480.0,135.11 +877,"Schwarzschild009","dqn-SpaceInvadersNoFrameskip-v4",344.15,491.0,146.85 +878,"gauthamk28","dqn-SpaceInvadersNoFrameskip-v4",343.5,665.0,321.5 +879,"MetaAnomie","dqn-SpaceInvadersNoFrameskip-v4",342.53,586.0,243.47 +880,"benderv","dqn-SpaceInvadersNoFrameskip-v4",342.06,521.5,179.44 +881,"marimurta","dqn-SpaceInvadersNoFrameskip-v4",341.98,659.0,317.02 +882,"adrienJeg","dqn-SpaceInvadersNoFrameskip-v4",341.37,549.5,208.13 +883,"Amiko","dqn-SpaceInvaders",340.72,550.5,209.78 +884,"ManarAli","dqn-SpaceInvadersNoFrameskip-v4",340.65,535.0,194.35 +885,"dhmeltzer","spaceinvaders_noskip_v4_dqn",340.43,525.5,185.07 +886,"sryu1","dqn-SpaceInvadersNoFrameskip-v4",340.33000000000004,520.5,180.17 +887,"anechaev","dqn-SpaceInvadersNoFrameskip-v4",339.83,449.0,109.17 +888,"nikogarro","DQN-SpaceInvadersNoFrameskip-v4",339.63,466.0,126.37 +889,"OcelotBane","dqn-SpaceInvadersNoFrameskip-v4",339.35,666.5,327.15 +890,"Isaacp","dqn-SpaceInvadersNoFrameskip-v4",339.22,580.0,240.78 +891,"farukbuldur","dqn-SpaceInvadersNoFrameskip-v4",338.77,445.5,106.73 +892,"lowrollr","dqn-SpaceInvadersNoFrameskip-v4",338.18,461.0,122.82 +893,"chans","dqn-SpaceInvadersNoFrameskip-v4",338.02,467.0,128.98 +894,"personnel","dqn-SpaceInvadersNoFrameskip-v4",337.95,504.5,166.55 +895,"nossal","dqn-SpaceInvadersNoFrameskip-v4",337.89,452.5,114.61 +896,"fabianmmueller","dqn-SpaceInvadersNoFrameskip-v4",337.85,645.0,307.15 +897,"andylolu24","dqn-SpaceInvadersNoFrameskip-v4",337.38,442.0,104.62 +898,"Luisfrdz","dqn-SpaceInvadersNoFrameskip-v4",337.15999999999997,502.5,165.34 +899,"mewbot97","qn-SpaceInvadersNoFrameskip-v1",337.15,419.5,82.35 +900,"apparition","dqn-SpaceInvadersNoFrameskip-v4",336.93,545.5,208.57 +901,"amoselberg","dqn-SpaceInvadersNoFrameskip-v4",336.93,598.0,261.07 +902,"TalesLF","dqn-SpaceInvadersNoFrameskip-v4",336.91,660.0,323.09 +903,"niks-salodkar","dqn-SpaceInvadersNoFrameskip-v4",336.55,578.5,241.95 +904,"jgalego","dqn-SpaceInvadersNoFrameskip-v4",336.09000000000003,527.5,191.41 +905,"rram12","dqn-SpaceInvadersNoFrameskip-v4",335.85,567.0,231.15 +906,"joe-hug","dqn-SpaceInvadersNoFrameskip-v4",334.15,529.5,195.35 +907,"rahulsnkr","dqn-SpaceInvadersNoFrameskip-v4",333.95,507.0,173.05 +908,"ilyaster-rl","dqn-SpaceInvadersNoFrameskip-v4-il",333.72,551.0,217.28 +909,"RayKau","dqn-SpaceInvadersNoFrameskip-v4",333.71000000000004,538.0,204.29 +910,"EdenYav","dqn-SpaceInvadersNoFrameskip-v4",332.42,427.0,94.58 +911,"blghtr","dqn-SpaceInvadersNoFrameskip-v4",332.34000000000003,571.0,238.66 +912,"angelinux","dqn-SpaceInvadersNoFrameskip-v4",331.39,447.5,116.11 +913,"pregonas","dqn-SpaceInvadersNoFrameskip-v4",328.76,724.5,395.74 +914,"yogeshkulkarni","dqn-SpaceInvadersNoFrameskip-v4",328.53,519.0,190.47 +915,"zyoscovits","dqn-SpaceInvadersNoFrameskip-v4",328.44,480.0,151.56 +916,"propet","dqn-SpaceInvadersNoFrameskip-v4",327.4,641.5,314.1 +917,"jz01","dqn-SpaceInvadersNoFrameskip-v4",326.65,548.5,221.85 +918,"huggingcats","dqn-SpaceInvadersNoFrameskip-v4",326.21,418.0,91.79 +919,"myklicious","dqn-SpaceInvadersNoFrameskip-v4",325.93,462.0,136.07 +920,"mmhamdy","dqn-SpaceInvadersNoFrameskip-v4",324.97,582.0,257.03 +921,"DimiNim","dqn-SpaceInvadersNoFrameskip-v4",324.87,550.0,225.13 +922,"smko77","dqn-SpaceInvadersNoFrameskip-v4",323.97,501.0,177.03 +923,"philipladuca","dqn-spaceIncadersNoFrameskip-v4",323.81,401.5,77.69 +924,"jwright94","dqn-SpaceInvadersNoFrameskip-v4",323.5,449.0,125.5 +925,"PeerNorback","dqn-SpaceInvadersNoFrameskip-v4",323.35,599.0,275.65 +926,"menoua","dqn-SpaceInvadersNoFrameskip-v4",322.8,483.5,160.7 +927,"KubiakJakub01","dqn-SpaceInvadersNoFrameskip-v4",322.77,571.5,248.73 +928,"Jedalc","dqn-SpaceInvadersNoFrameskip-v",322.37,498.0,175.63 +929,"ntinosmg","dqn-SpaceInvadersNoFrameskip-v4",320.66999999999996,555.5,234.83 +930,"inkasaras","dqn-SpaceInvadersNoFrameskip-v4",320.55,707.0,386.45 +931,"DiegoD616","dqn-SpaceInvadersNoFrameskip-v4",320.22,489.5,169.28 +932,"CoreyMorris","dqn-SpaceInvadersNoFrameskip-v4",319.47,517.5,198.03 +933,"adrian47","dqn-SpaceInvadersNoFrameskip-v4",319.19,475.5,156.31 +934,"staycoolish","dqn-SpaceInvadersNoFrameskip-v4",318.52,490.0,171.48 +935,"mkahari","dqn-SpaceInvadersNoFrameskip-v4",318.03,514.0,195.97 +936,"Galiess","dqn-SpaceInvadersNoFrameskip-v4",317.15,513.5,196.35 +937,"Yureeh","dqn-SpaceInvadersNoFrameskip-v4",316.65,512.5,195.85 +938,"renatoviolin","dqn-SpaceInvadersNoFrameskip-v4",314.65999999999997,559.5,244.84 +939,"brand25","dqn-SpaceInvadersNoFrameskip-v4",314.33000000000004,520.5,206.17 +940,"apurva19","dqn-SpaceInvadersNoFrameskip-v2",313.31,450.5,137.19 +941,"Stokrotka","dqn-SpaceInvadersNoFrameskip-v4",312.72,570.5,257.78 +942,"sd99","dqn-SpaceInvadersNoFrameskip-v4",312.36,568.5,256.14 +943,"moonlightlane","RL-course-atari-spaceinvader-dpn",312.11,558.0,245.89 +944,"jonathanmutal","SpaceInvadersNoFrameskip-v4",310.52,504.0,193.48 +945,"Kinahem","dqn-SpaceInvadersNoFrameskip-v4",310.34000000000003,511.0,200.66 +946,"aymenkhs","dqn-SpaceInvadersNoFrameskip-v4",310.24,515.0,204.76 +947,"BoschAI","dqn-SpaceInvadersNoFrameskip-v4",309.31,543.5,234.19 +948,"masterdezign","dqn1-SpaceInvadersNoFrameskip-v4",307.65999999999997,450.0,142.34 +949,"arnonl","arnonl",306.18,402.0,95.82 +950,"rajistics","dqn-SpaceInvadersNoFrameskip-v4",305.88,435.5,129.62 +951,"haidlir","SpaceInvadersNoFrameskip-v4-DQN",304.94,485.5,180.56 +952,"Periramm","dqn-SpaceInvadersNoFrameskip-v4",304.85,481.0,176.15 +953,"henrikho","dqn-SpaceInvadersNoFrameskip-v4",304.69,505.0,200.31 +954,"coyotespike","dqn-SpaceInvadersNoFrameskip-v4",304.18,469.5,165.32 +955,"lyusungwon","SpaceInvadersNoFrameskip-v4-dqn_atari-seed2",303.57,523.5,219.93 +956,"ssw1591","SpaceInvadersNoFrameskip-v4-dqn_atari-seed2",303.57,523.5,219.93 +957,"ssw1591","SpaceInvadersNoFrameskip-v4",303.57,523.5,219.93 +958,"xiazeng","dqn-SpaceInvadersNoFrameskip-v4",303.29,614.0,310.71 +959,"sergey-antonov","dqn-SpaceInvadersNoFrameskip-v4",302.5,493.5,191.0 +960,"hectorjelly","dqn-SpaceInvadersNoFrameskip-v4",302.49,650.5,348.01 +961,"Christian90","dqn-SpaceInvadersNoFrameskip-v4",301.66999999999996,521.5,219.83 +962,"alberto-mate","dqn-SpaceInvadersNoFrameskip-v4",300.75,457.5,156.75 +963,"jmsalvi","dqn-SpaceInvadersNoFrameskip-v4",300.32,457.5,157.18 +964,"hieule","dqn-SpaceInvadersNoFrameskip-v4",299.90999999999997,457.0,157.09 +965,"css919","dqn-SpaceInvadersNoFrameskip-v4",299.62,651.5,351.88 +966,"infinitejoy","ppo-SpaceInvadersNoFrameskip-v4",299.41,688.0,388.59 +967,"infinitejoy","dqn-SpaceInvadersNoFrameskip-v4",299.41,688.0,388.59 +968,"turhancan97","dqn-SpaceInvadersNoFrameskip-v4",299.3,424.0,124.7 +969,"yingzhi","dqn-SpaceInvadersNoFrameskip-v4",297.89,449.0,151.11 +970,"adhisetiawan","dqn-SpaceInvadersNoFrameskip-v4",297.62,522.0,224.38 +971,"beebeckzzz","dqn-SpaceInvadersNoFrameskip-v1",297.0,661.0,364.0 +972,"eduiqe","dqn-SpaceInvadersNoFrameskip-v4",296.62,478.5,181.88 +973,"bhadresh-savani","dqn-SpaceInvadersNoFrameskip-v4",296.43,469.5,173.07 +974,"justlotw","SpaceInvadersv4",296.01,799.0,502.99 +975,"eswardivi","dqn-SpaceInvadersNoFrameskip-v4",295.93,392.5,96.57 +976,"ospeek","dqn-SpaceInvadersNoFrameskip-v4",295.7,412.0,116.3 +977,"amannlp","dqn-SpaceInvadersNoFrameskip-v4",295.11,462.0,166.89 +978,"jcmc","dqn-SpaceInvadersNoFrameskip-v4",294.33,416.5,122.17 +979,"rishipatel92","dqn-SpaceInvadersNoFrameskip-v4",294.27,468.5,174.23 +980,"emmanuel17","dqn-SpaceInvadersNoFrameskip-v4",294.13,590.0,295.87 +981,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4-1000000-timesteps",294.1,579.5,285.4 +982,"gazuzur","dqn-SpaceInvadersNoFrameskip-v4",294.04,606.5,312.46 +983,"nsecord","dqn-SpaceInvadersNoFrameskip-v4",293.11,439.0,145.89 +984,"anilkumar2444","dqn-SpaceInvadersNoFrameskip-v4",292.95,497.5,204.55 +985,"alyssamarieloo","rlcourse-dqn-SpaceInvadersNoFrameskip-v4",292.34000000000003,502.0,209.66 +986,"RYOBEAR","dqn-SpaceInvadersNoFrameskip-v4-01",291.05,482.5,191.45 +987,"voleg44","dqn-SpaceInvadersNoFrameskip-v4",290.90999999999997,434.5,143.59 +988,"zhuqi","dqn-SpaceInvadersNoFrameskip-v4-1M",289.43,504.5,215.07 +989,"gokuls","dqn-SpaceInvadersNoFrameskip-v4",288.53999999999996,493.5,204.96 +990,"sanak","dqn-SpaceInvadersNoFrameskip-v4",288.14,439.0,150.86 +991,"amal94","dqn-SpaceInvadersNoFrameskip-v4",287.75,400.0,112.25 +992,"aienthused","dqn-SpaceInvadersNoFrameskip-v4",287.6,454.0,166.4 +993,"PecanPi","dqn-SpaceInvadersNoFrameskip-v4",287.48,537.0,249.52 +994,"Lorius2","dqn-SpaceInvadersNoFrameskip-v4",286.29,609.0,322.71 +995,"daripaez","dqn-SpaceInvadersNoFrameskip-v4_3",285.82,378.5,92.68 +996,"NikosKokkini","dqn-SpaceInvadersNoFrameskip-v4",285.64,426.5,140.86 +997,"Kurokabe","dqn-SpaceInvadersNoFrameskip-v4",284.63,431.0,146.37 +998,"asuzuki","dqn-SpaceInvadersNoFrameskip-v4",284.44,392.5,108.06 +999,"alexdavey","dqn-SpaceInvadersNoFrameskip-v4",283.91,653.5,369.59 +1000,"Clawoo","dqn-SpaceInvadersNoFrameskip-v4",282.34,546.0,263.66 +1001,"feratur","dqn-SpaceInvadersNoFrameskip-v4",282.24,461.0,178.76 +1002,"TRiddle","dqn-SpaceInvadersNoFrameskip-v4",280.76,422.5,141.74 +1003,"sipheiroce","dqn-SpaceInvadersNoFrameskip-v4",280.59000000000003,408.5,127.91 +1004,"bkhan2000","dqn-SpaceInvadersNoFrameskip-v4",280.12,614.0,333.88 +1005,"noodlynoodle","dqn-SpaceInvadersNoFrameskip-v4",278.71,552.0,273.29 +1006,"Suprabound","dqn-SpaceInvaders-Suprav1",278.58000000000004,456.5,177.92 +1007,"Raiden-1001","dqn-SpaceInvadersNoFrameskip-v4",277.97,421.0,143.03 +1008,"emmuzoo","dqn-SpaceInvadersNoFrameskip-v4",275.77,467.5,191.73 +1009,"peter1133","dqn-SpaceInvadersNoFrameskip-v4",275.15,537.0,261.85 +1010,"besa2001","dqn-SpaceInvadersNoFrameskip-v4",274.69,368.0,93.31 +1011,"pittawat","dqn-SpaceInvadersNoFrameskip-v4",274.56,466.5,191.94 +1012,"frangiral","dqn-SpaceInvadersNoFrameskip-v4-best",274.5,448.5,174.0 +1013,"adil-o","dqn-SpaceInvadersNoFrameskip-v4",274.15,425.5,151.35 +1014,"msthil","Unit3-RL-Course",272.84,576.0,303.16 +1015,"Brhnglc","dqn-SpaceInvadersNoFrameskip-v4",272.26,385.0,112.74 +1016,"mrm8488","dqn-SpaceInvadersNoFrameskip-v4",271.55,400.0,128.45 +1017,"sumitk","dqn-SpaceInvadersNoFrameskip-v4",271.42,392.5,121.08 +1018,"ImDachun","dqn-SpaceInvadersNoFrameskip-v4",271.33000000000004,421.5,150.17 +1019,"britojr","dqn-SpaceInvadersNoFrameskip-v4",269.45,522.5,253.05 +1020,"srandazzo","dqn-SpaceInvadersNoFrameskip-v4",268.53,702.5,433.97 +1021,"thien1892","dqn-SpaceInvadersNoFrameskip-v4",268.03999999999996,448.0,179.96 +1022,"scronberg","dqn-SpaceInvadersNoFrameskip-v4",265.91999999999996,475.0,209.08 +1023,"cytsai","dqn-SpaceInvadersNoFrameskip-v4",265.5,421.0,155.5 +1024,"kelestemur","dqn-SpaceInvadersNoFrameskip-v4-500K",265.4,390.0,124.6 +1025,"sgoodfriend","vpg-SpaceInvadersNoFrameskip-v4",265.33,285.83,20.5 +1026,"RandenBanuelos","dqn-SpaceInvadersNoFrameskip-v4",264.6,545.5,280.9 +1027,"Feldi","dqn-SpaceInvadersNoFrameskip-v4",264.15,383.5,119.35 +1028,"claterza","dqn-SpaceInvadersNoFrameskip-v4-lr-minus3e4-bs64",261.51,410.0,148.49 +1029,"Paperbag","dqn-SpaceInvadersNoFrameskip-v4",258.83,367.0,108.17 +1030,"akgeni","SpaceInvadersNoFrameskip_1M",258.44,374.0,115.56 +1031,"AkkyMa","SpaceInvaders",258.16999999999996,462.0,203.83 +1032,"kraken2404","dqn-SpaceInvadersNoFrameskip-v4_v2",255.0,277.5,22.5 +1033,"PhilSad","dqn-SpaceInvadersNoFrameskip-v4",254.76,394.5,139.74 +1034,"kmposkid1","dqn-SpaceInvadersNoFrameskip-v4",254.29,407.0,152.71 +1035,"jorgelzn","dqn-SpaceInvadersNoFrameskip-v4",254.27,403.0,148.73 +1036,"jerick5555","SpaceInvadersNoFrameSkip-v4",254.14,508.0,253.86 +1037,"jucamohedano","dqn-SpaceInvadersNoFrameskip-v4",254.1,392.0,137.9 +1038,"FnSK4R17s","dqn-SpaceInvadersNoFrameskip-v4",252.74,414.0,161.26 +1039,"shoaibazam","dqn-SpaceInvadersNoFrameskip-v4",252.68,466.0,213.32 +1040,"mrm8488","dqn-SpaceInvadersNoFrameskip-v4-3",251.18,349.0,97.82 +1041,"mmg10","dqn-SpaceInvadersNoFrameskip-v4",251.07999999999998,352.5,101.42 +1042,"gaarsmu","atari_invaders_1M",250.29,390.0,139.71 +1043,"Art-phys","dqn-SpaceInvadersNoFrameskip-v4",250.2,601.0,350.8 +1044,"mahmoud-mohey","dqn-SpaceInvadersNoFrameskip-v4-t2",248.43,375.0,126.57 +1045,"hmatzner","dqn-SpaceInvadersNoFrameskip-v4v2",247.4,447.0,199.6 +1046,"mehrzad-shahin","dqn-SpaceInvadersNoFrameskip-v4",245.11,413.0,167.89 +1047,"jackhhhh","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1048,"ItchyB","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1049,"ManishW","dqn-SpaceInvadersNoFrameskipSmall-v1",243.0,274.5,31.5 +1050,"RohithKumar","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1051,"RagnaChris","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1052,"Jupiterian9","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1053,"OleksiiVNTU","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1054,"M331","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1055,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4-100000-timesteps",243.0,274.5,31.5 +1056,"juanfkurucz","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1057,"Harm","dqn-SpaceInvadersNoFrameskip-v4-200k",243.0,274.5,31.5 +1058,"LucianoDeben","SpaceInvadersNoFrameskip",243.0,274.5,31.5 +1059,"dean-r","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1060,"bjarlestam","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1061,"Hatman","dqn-SpaceInvadersNoFrameskip-v",243.0,274.5,31.5 +1062,"harshil128","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1063,"bothrajat","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1064,"Taratata","dqn-SpaceInvadersNoFrameskip-v4-v2",243.0,274.5,31.5 +1065,"mdapri","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1066,"dfomin","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1067,"Glen","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1068,"ThomasSimonini","dqn-SpaceInvadersNoFrameskip-v4",243.0,274.5,31.5 +1069,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4-25000-timesteps",243.0,274.5,31.5 +1070,"mshibatatt","dqn-SpaceInvadersNoFrameskip-v4",241.61,262.5,20.89 +1071,"dyingc","dqn-SpaceInvadersNoFrameskip-v4",240.62,350.0,109.38 +1072,"avontell","space-invaders",238.98,436.5,197.52 +1073,"AdiKompella","dqn-SpaceInvadersNoFrameskip-v4",238.66,395.5,156.84 +1074,"LieUr","dqn-SpaceInvadersNoFrameskip-v4",238.46,367.5,129.04 +1075,"WasuratS","dqn-SpaceInvaderNoFrameskip-v4",238.43,471.5,233.07 +1076,"Nyxynyx","dqn-SpaceInvadorsNoFrameskip-v4",238.13,521.0,282.87 +1077,"kaliputra","dqn-SpaceInvadersNoFrameskip-v4",237.16,361.5,124.34 +1078,"Oleg78","dqnSpaceI",236.43,347.5,111.07 +1079,"Harri","dqn-SpaceInvadersNoFrameskip-v4",236.21,459.0,222.79 +1080,"iubeda","dqn-SpaceInvadersNoFrameskip-v4",234.24,491.5,257.26 +1081,"mikato","dqn-SpaceInvadersNoFrameskip-v4",234.05,383.5,149.45 +1082,"OlgaVityuk","DeepQLearning_Atari",233.23000000000002,712.0,478.77 +1083,"nasheed","dqn-SpaceInvadersNoFrameskip-v4",232.82999999999998,301.5,68.67 +1084,"Gadersd","dqn-SpaceInvadersNoFrameskip-v4",229.15,404.5,175.35 +1085,"quartz14","dqn_atari",228.83,461.0,232.17 +1086,"cthiriet","dqn-SpaceInvadersNoFrameskip-v4",228.1,323.5,95.4 +1087,"Addwater","rl-course-dqn-SpaceInvadersNoFrameskip-v4",226.45,476.0,249.55 +1088,"Aitor","dqn-SpaceInvadersNoFrameskip-v4-v2",223.97,354.5,130.53 +1089,"eLarry","dqn-SpaceInvadersNoFrameskip-v4",223.34,287.5,64.16 +1090,"Pablinsv","dqn-SpaceInvadersNoFrameskip-v4",223.19,367.0,143.81 +1091,"Teeler","dqn-SpaceInvadersNoFrameSkips",222.5,555.5,333.0 +1092,"Dojoo","dqn-SpaceInvadersNoFrameskip-v4",222.4,265.0,42.6 +1093,"mxbonn","dqn-SpaceInvadersNoFrameskip-v4",220.19,373.5,153.31 +1094,"iiserkbikram","dqn-SpaceInvadersNoFrameskip-v4",220.07999999999998,261.5,41.42 +1095,"jontromanab","dqn-spaceInvaderV1",219.79,259.5,39.71 +1096,"SeNSiTivE","RL-Course-Unit_3-dqn-SpaceInvadersNoFrameskip-v4",219.45,259.0,39.55 +1097,"timondesch","dqn-SpaceInvadersNoFrameskip-v4-v1",218.99,376.5,157.51 +1098,"kraken2404","dqn-SpaceInvadersNoFrameskip-v4_v4",218.64,328.5,109.86 +1099,"hug-face-lampros","dqn-SpaceInvadersNoFrameskip-v4",217.42,421.0,203.58 +1100,"PhuocBui","dqn-SpaceInvadersNoFrameskip-v4",217.19,402.0,184.81 +1101,"jpopham91","dqn-SpaceInvadersNoFrameskip-v4",217.09,444.5,227.41 +1102,"coledie","dqn-SpaceInvadersNoFrameskip-v4",216.74,354.5,137.76 +1103,"kuanyk","dqn-SpaceInvadersNoFrameskip-v4",215.61,364.5,148.89 +1104,"tvarella","atari-dqn-repo",215.35,342.5,127.15 +1105,"ARandomFrenchDev","dqn-SpaceInvadersNoFrameskip-v4",215.12,410.0,194.88 +1106,"thackerhelik","dqn-SpaceInvadersNoFrameskip-v4",211.95,410.0,198.05 +1107,"osbm","dqn-SpaceInvadersNoFrameskip-v4",210.65,300.5,89.85 +1108,"SteveSchmidt","dqn-SpaceInvadersNoFrameskip-v4",209.07999999999998,227.0,17.92 +1109,"arenbeglaryan","dqn-SpaceInvadersNoFrameskip-v4",208.17,380.5,172.33 +1110,"klemiec","dqn-SpaceInvadersNoFrameskip-v4",204.34,286.0,81.66 +1111,"eduyio","dqn-SpaceInvadersNoFrameskip-v4",203.38,373.5,170.12 +1112,"email81227","dqn-SpaceInvadersNoFrameskip-v4",200.35,246.0,45.65 +1113,"basboot","dqn-SpaceInvadersNoFrameskip-v4",200.26,319.0,118.74 +1114,"Taratata","dqn-SpaceInvadersNoFrameskip-v4",198.52,424.5,225.98 +1115,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4-300000-timesteps",195.47,261.0,65.53 +1116,"TerryYH","dqn-SpaceInvadersNoFrameskip-v4",192.42000000000002,275.5,83.08 +1117,"CyberKing","dqn-SpaceInvadersNoFrameskip-v4",192.42000000000002,275.5,83.08 +1118,"sartajbhuvaji","dqn-SpaceInvadersNoFrameskip-v4",192.42000000000002,275.5,83.08 +1119,"gballardin","space-invaders",192.42000000000002,275.5,83.08 +1120,"Allrandom","dqn-SpaceInvadersNoFrameskip-v4-short",192.42000000000002,275.5,83.08 +1121,"dirkvg","dqn-SpaceInvadersNoFrameskip-v4",192.32,473.5,281.18 +1122,"Ambiwlans","PPO-1m-SpaceInvadersNoFrameskip-v4",190.70999999999998,273.0,82.29 +1123,"mlewand","DQN_atari_1",190.3,437.0,246.7 +1124,"satyrical","dqnSpaceInvaders",187.67000000000002,310.5,122.83 +1125,"saeedHedayatian","dqn_spaceInvaders-1",185.82,493.5,307.68 +1126,"Luca77","dqn-SpaceInvadersNoFrameskip-v4-trial1",185.07,384.5,199.43 +1127,"roapple10","dqn-SpaceInvadersNoFrameskip-v4",183.3,355.0,171.7 +1128,"hannah-o","dqn-SpaceInvadersNoFrameskip-v4",181.68,213.0,31.32 +1129,"Entj","dqn-SpaceInvadersNoFrameskip-v4",179.44,276.5,97.06 +1130,"arkadyark","dqn-SpaceInvadersNoFrameskip-v4-default-params",179.35,373.5,194.15 +1131,"amirschur","dqn-SpaceInvadersNoFrameskip-v4",176.59,305.5,128.91 +1132,"hpoddar","dqn-SpaceInvadersNoFrameskip-v4",176.51,370.0,193.49 +1133,"hpoddar","dqn-SpaceInvadersNoFrameskip-v4-v2",176.51,370.0,193.49 +1134,"vjkrish","spaceInvadersNoFramesSkip",176.18,232.0,55.82 +1135,"alefarasin","dqn-SpaceInvadersNoFrameskip-v4",175.41,209.5,34.09 +1136,"darkwolfsam","dqn-SpaceInvadersNoFrameskip-v4",173.71,229.5,55.79 +1137,"Erwanlbv","cnn-ppo-SpaceInvadersNoFrameskip-v4",172.31,318.5,146.19 +1138,"Jatayoo","dqn-SpaceInvadersNoFrameskip-v4-hyperOpt",169.7,208.5,38.8 +1139,"Bakuraza","dqn-SpaceInvadersNoFrameskip-v4",169.49,251.5,82.01 +1140,"mahmoud-mohey","dqn-SpaceInvadersNoFrameskip-v4-t3",162.15,311.5,149.35 +1141,"bguan","SpaceInvadersNoFrameskip-v4",161.17000000000002,255.0,93.83 +1142,"Mihara-bot","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1143,"gabrielgcbs","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1144,"Mahmoud7","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1145,"pamekitti","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1146,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1147,"npit","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1148,"Shivus","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1149,"juwagn","dqn_SpaceInvaders_init",159.11,374.0,214.89 +1150,"PabloTa","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1151,"anuoluwa","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1152,"RalphX1","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1153,"kasseev","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1154,"shivigupta","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1155,"Erwanlbv","cnn-dqn-SpaceInvadersNoFrameskip-v4-n-10000",159.11,374.0,214.89 +1156,"shivr","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1157,"pm390","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1158,"hfxmao","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1159,"bjarlestam","dqn-SpaceInvadersNoFrameskip-v4-2",159.11,374.0,214.89 +1160,"YaYaB","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1161,"Klinsc","dqn-SpaceInvadersNoFrameskip-v4",159.11,374.0,214.89 +1162,"jondister","dqn-SpaceInvadersNoFrameskip-v4",158.47,254.5,96.03 +1163,"sofiaoliveira","dqn-SpaceInvadersNoFrameskip-v4",157.1,340.5,183.4 +1164,"jackoyoungblood","dqn-SpaceInvadersNoFrameskip-v4",155.99,480.0,324.01 +1165,"RedPandaAINLP","dqn-SpaceInvadersNoFrameskip-v4_4",154.83,318.0,163.17 +1166,"asarvazyan","dqn-SpaceInvadersNoFrameskip-v4",148.87,201.5,52.63 +1167,"michael20at","dqn-SpaceInvadersNoFrameskip-v4",141.53,246.0,104.47 +1168,"algocompretto","dqn-SpaceInvadersNoFrameskip-v0",139.11,254.0,114.89 +1169,"kyeongpil","dqn-SpaceInvadersNoFrameskip-v4",129.3,221.5,92.2 +1170,"kraken2404","dqn-SpaceInvadersNoFrameskip-v4_v3",124.00999999999999,174.0,49.99 +1171,"frangiral","dqn-SpaceInvadersNoFrameskip-v4",122.70999999999998,422.5,299.79 +1172,"Erwanlbv","cnn-dqn-SpaceInvadersNoFrameskip-v4-n-500000",122.06,249.0,126.94 +1173,"amal94","Ddqn-SpaceInvadersNoFrameskip-v4",121.83000000000001,316.5,194.67 +1174,"RisiPisi","dqn-SpaceInvadersNoFrameskip-v4",121.26,238.5,117.24 +1175,"frangiral","dqn-SpaceInvadersNoFrameskip-v4-2",121.1,196.5,75.4 +1176,"markafitzgerald1","dqn-SpaceInvadersNoFrameskip-v4-2000000-timesteps",119.39,183.5,64.11 +1177,"peterxyz","dqn-SpaceInvadersNoFrameskip-v4",116.69,251.0,134.31 +1178,"verderis","dqn-SpaceInvadersNoFrameskip-v4",116.12,206.0,89.88 +1179,"sonny-dev","dqn-atari",109.88,263.5,153.62 +1180,"SimingSiming","dqn-SpaceInvadersNoFrameskip-v4",107.48,210.0,102.52 +1181,"antonioricciardi","dqn-SpaceInvadersNoFrameskip-v4",106.6,207.0,100.4 +1182,"SusBioRes-UBC","dqn-SpaceInvadersNoFrameskip-v4",104.47999999999999,241.5,137.02 +1183,"pablomaya","dqn-SpaceInvadersNoFrameskip-v4",104.0,106.0,2.0 +1184,"SebastianS","dqn-SpaceInvadersNoFrameskip-v4-100000_n_steps",102.89,107.5,4.61 +1185,"trtd56","dqn-SpaceInvadersNoFrameskip-v4",94.38999999999999,233.5,139.11 +1186,"eryzml","dqn-SpaceInvadersNoFrameskip-v4-Test_1",89.55000000000001,227.5,137.95 +1187,"DragonProgrammer","dqn-SpaceInvadersNoFrameskip-v4",86.2,138.5,52.3 +1188,"victorivus","deep-q-space-invaders",85.61,187.5,101.89 +1189,"yuvnez","dqn-SpaceInvadersNoFrameskip-v4",85.48,187.0,101.52 +1190,"MarcosMunoz95","dqn-SpaceInvadersNoFrameskip-v4",83.49000000000001,126.5,43.01 +1191,"friendlyGiraffe","dqn-SpaceInvadersNoFrameskip-v4",82.58000000000001,220.5,137.92 +1192,"ssw1591","dqn-SpaceInvadersNoFrameskip-v4",76.46000000000001,136.5,60.04 +1193,"kraken2404","dqn-SpaceInvadersNoFrameskip-v4_v6",74.41999999999999,259.0,184.58 +1194,"kraken2404","dqn-SpaceInvadersNoFrameskip-v4",72.97999999999999,222.0,149.02 +1195,"mrm8488","dqn-SpaceInvadersNoFrameskip-v4-2",69.58,181.0,111.42 +1196,"ThomasSimonini","dqn-SpaceInvadersNoFrameskip-v4TT",65.76,161.5,95.74 +1197,"neatbullshit","dqn-SpaceInvadersNoFrameskip-v4",62.53,194.0,131.47 +1198,"kraken2404","dqn-SpaceInvadersNoFrameskip-v4_v5",59.72999999999999,222.0,162.27 +1199,"croumegous","dqn-SpaceInvadersNoFrameskip-v4",59.51,114.0,54.49 +1200,"mobiusmatt","qn-SpaceInvadersNoFrameskip-v4-tuned",58.03,218.5,160.47 +1201,"messham","dqn-SpaceInvadersNoFrameskip-v4-1",56.05,130.5,74.45 +1202,"minsoo9574","dqn-SpaceInvadersNoFrameskip-v4",55.18000000000001,125.0,69.82 +1203,"rcanand","dqn-SpaceInvadersNoFrameskip-v4",54.889999999999986,204.0,149.11 +1204,"ybutsik","dqn-SpaceInvadersNoFrameskip-v4-halftraining",54.41,158.0,103.59 +1205,"Niraya666","dqn-SpaceInvadersNoFrameskip-v4",53.28,157.5,104.22 +1206,"RayS2022","dqn-SpaceInvadersNoFrameskip-v4",51.010000000000005,138.5,87.49 +1207,"Apocalypse-19","dqn-SpaceInvaders",50.06999999999999,254.0,203.93 +1208,"tboulet","dqn-SpaceInvadersNoFrameskip-v4",49.59,175.5,125.91 +1209,"Nnoitra","dqn-SpaceInvadersNoFrameskip-v4",47.150000000000006,168.5,121.35 +1210,"sinny","unit3_si",46.900000000000006,130.0,83.1 +1211,"svenkate","dqn-SpaceInvadersNoFrameskip-v4",41.06,175.0,133.94 +1212,"habanoz","dqn-SpaceInvadersNoFrameskip-v4",40.870000000000005,205.5,164.63 +1213,"mibalaguer","dqn-SpaceInvadersNoFrameskip-v4",40.65,104.5,63.85 +1214,"sswt","dqn-SpaceInvadersNoFrameskip-v4",36.69,255.5,218.81 +1215,"dussinus","ppo-lstm-SpaceInvadersNoFrameskip-v4",16.209999999999994,100.0,83.79 +1216,"reza-aditya","dqn-SpaceInvanderNoFrameskip-v4",10.019999999999996,125.0,114.98 +1217,"ssw1591","SpaceInvadersNoFrameskip-v4-dqn_atari-seed1",9.829999999999998,30.5,20.67 +1218,"lyusungwon","SpaceInvadersNoFrameskip-v4-dqn_atari-seed1",9.829999999999998,30.5,20.67 +1219,"tboulet","atari_test",2.960000000000001,15.5,12.54 +1220,"Rschmaelzle","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1221,"proleetops","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1222,"mktz","dqn-SpaceInvaderNoFrameskip-v4",2.960000000000001,15.5,12.54 +1223,"Dugerij","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1224,"auriolar","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1225,"delizious","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1226,"alvarez","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1227,"Alt41r","SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1228,"feng5520","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1229,"akoshel","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1230,"popolin52","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1231,"UAdil","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1232,"DavidCollier","SpaceInvader",2.960000000000001,15.5,12.54 +1233,"Tayge","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1234,"GillesEverling","dqn-SpaceInvadersNoFrameskip-v4",2.960000000000001,15.5,12.54 +1235,"erud1t3","dqn-SpaceInvadersNoFrameskip-v4",2.8900000000000006,16.5,13.61 +1236,"Alian3785","dqn-SpaceInvadersNoFrameskip-v4new",2.16,14.5,12.34 +1237,"dwchris","dqn-SpaceInvadersNoFrameskip-v4",2.16,14.5,12.34 +1238,"leoleung93","dqn-SpaceInvadersNoFrameskip-v4",2.16,14.5,12.34 +1239,"Abhinandan","Atari",2.16,14.5,12.34 +1240,"bantou41","dqn-SpaceInvadersNoFrameskip-v4",2.16,14.5,12.34 +1241,"CoreyMorris","SpaceInvadersNoFrameskip-v4-short",2.16,14.5,12.34 +1242,"akgeni","dqn-SpaceInvadersNoFrameskip-v4",2.16,14.5,12.34 +1243,"VijaiKM","dqn-SpaceInvadersNoFrameskip-v4",2.16,14.5,12.34 +1244,"osanseviero","TEST_COLAB_ppo-SpaceInvadersNoFrameskip-v4",0.0,-1000.0,-1000.0 +1245,"ThomasSimonini","TEST_VM_ppo-SpaceInvadersNoFrameskip-v4",0.0,-1000.0,-1000.0 +1246,"osanseviero","TEST_VM_ppo-SpaceInvadersNoFrameskip-v44",0.0,-1000.0,-1000.0 +1247,"ThomasSimonini","TEST_v7-ppo-SpaceInvadersNoFrameskip-v4",0.0,-1000.0,-1000.0 +1248,"ThomasSimonini","TEST_LINUX_2_ppo-SpaceInvadersNoFrameskip-v4",0.0,-1000.0,-1000.0 +1249,"ThomasSimonini","test-video",0.0,-1000.0,-1000.0 +1250,"ThomasSimonini","TESTppo-SpaceInvadersNoFrameskip-v4",0.0,-1000.0,-1000.0 +1251,"ThomasSimonini","TEST2ppo-SpaceInvadersNoFrameskip-v4",0.0,-1000.0,-1000.0 +1252,"29thDay","A2C-SpaceInvadersNoFrameskip-v4",-0.25,10.0,10.25 +1253,"NathanS-HuggingFace","SpaceInvadersNoFrameskip-v4",-1.1799999999999997,4.5,5.68 +1254,"RedPandaAINLP","dqn-SpaceInvadersNoFrameskip-v4_3",-1.3499999999999996,11.5,12.85 +1255,"mariastull","dqn-SpaceInvadersNoFrameSkip-v4",-1.58,3.0,4.58 +1256,"rodrfons","dqn-SpaceInvadersNoFrameskip-v4",-1.8899999999999864,194.5,196.39 +1257,"ducdo","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1258,"uladkaz","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1259,"yyfairstein","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1260,"HeineKayn","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1261,"JUNGU","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1262,"tkurtulus","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1263,"thiagoabreulima","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1264,"BeeBeaver","dqn-SpaceInvadersNoFrameskip-v4",-9.79,6.5,16.29 +1265,"ThomasSimonini","dqn-SpaceInvadersNoFrameskip-v4TTTT",-9.79,6.5,16.29 +1266,"mdround","dqn-SpaceInvadersNoFrameskip-v4-1e5ts",-9.79,6.5,16.29 +1267,"exploiter345","dqn-SpaceInvadersNoFrameskip-v0",-9.79,6.5,16.29 +1268,"theicfire","atari1",-9.79,6.5,16.29 +1269,"ljones","dqn-Space",-27.349999999999994,142.0,169.35 +1270,"rebolforces","qrdqn-SpaceInvadersNoFrameskip-20Meps",-996.8699999999999,3510.0,4506.87