diff --git "a/SpaceInvadersNoFrameskip-v4.csv" "b/SpaceInvadersNoFrameskip-v4.csv"
--- "a/SpaceInvadersNoFrameskip-v4.csv"
+++ "b/SpaceInvadersNoFrameskip-v4.csv"
@@ -19,8 +19,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 18,osanseviero,osanseviero/TEST_VM_ppo-SpaceInvadersNoFrameskip-v43,879.0,879.0,0.0
 19,mcaoun,mcaoun/dqn-spaceinvaders,878.97,1603.0,724.03
 20,iblub,iblub/dqn-SpaceInvadersNoFrameskip-v4,876.24,1415.0,538.76
-21,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
-22,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
+21,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4,841.2,1092.0,250.8
+22,micheljperez,micheljperez/dqn-SpaceInvadersNoFrameskip-v4-2,841.2,1092.0,250.8
 23,sgoodfriend,sgoodfriend/a2c-SpaceInvadersNoFrameskip-v4,838.78,1084.06,245.28
 24,Corianas,Corianas/qrdqn-3Frame-SpaceInvadersNoFrameskip_1,810.41,1582.0,771.59
 25,bitcloud2,bitcloud2/dqn-SpaceInvadersNoFrameskip-v4,802.9,1295.0,492.1
@@ -138,8 +138,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 137,0xkrm,0xkrm/dqn-SpaceInvadersNoFrameskip-v4,538.0,814.5,276.5
 138,linksaiyajin,linksaiyajin/dqn-SpaceInvadersNoFrameskip-v4,536.69,667.0,130.31
 139,jaybeeja,jaybeeja/dqn-SpaceInvadersNoFrameskip-v4,536.67,666.5,129.83
-140,samyukthacodes,samyukthacodes/dqn-SpaceInvadersNoFrameskip-v4,536.66,596.5,59.84
-141,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
+140,jakka,jakka/dqn-SpaceInvadersNoFrameskip-v4_1,536.66,769.0,232.34
+141,samyukthacodes,samyukthacodes/dqn-SpaceInvadersNoFrameskip-v4,536.66,596.5,59.84
 142,MarcusAGray,MarcusAGray/dqn-SpaceInvadersNoFrameskip-v4,536.53,669.5,132.97
 143,c72599,c72599/dqn-SpaceInvadersNoFrameskip-v4,536.3,747.0,210.7
 144,Antiraedus,Antiraedus/dqn-SpaceInvadersNoFrameskip-v4,536.1800000000001,816.5,280.32
@@ -165,10 +165,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 164,michal512,michal512/dqn-SpaceInvadersNoFrameskip-v4,528.97,688.0,159.03
 165,JTredup,JTredup/dqn-SpaceInvadersNoFrameskip-v4,528.83,706.0,177.17
 166,dasaprakashk,dasaprakashk/dqn-SpaceInvadersNoFrameskip-v4,528.4,768.5,240.1
-167,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
-168,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+167,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+168,ThomasSimonini,ThomasSimonini/TEST_v-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 169,adzcai,adzcai/dqn-SpaceInvadersNoFrameskip-v4,527.96,736.0,208.04
-170,ThomasSimonini,ThomasSimonini/TEST_v2-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
+170,ThomasSimonini,ThomasSimonini/TEST_v2_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,527.96,813.0,285.04
 171,RegisGraptin,RegisGraptin/dqn-SpaceInvadersNoFrameskip-v4,527.71,692.0,164.29
 172,marii,marii/dqn-SpaceInvadersNoFrameskip-v4,527.4300000000001,658.5,131.07
 173,IngoTB303,IngoTB303/dqn-SpaceInvadersNoFrameskip-v4,527.4200000000001,792.5,265.08
@@ -196,12 +196,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 195,virusapex,virusapex/ppo-SpaceInvadersNoFrameskip-v4-best,520.54,826.5,305.96
 196,Neronuser,Neronuser/dqn-SpaceInvadersNoFrameskip-no-r,520.49,821.0,300.51
 197,Roberto,Roberto/dqn-SpaceInvadersNoFrameskip-v4,520.06,775.0,254.94
-198,ThomasSimonini,ThomasSimonini/FINALTEST_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
-199,ThomasSimonini,ThomasSimonini/FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
-200,ThomasSimonini,ThomasSimonini/TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+198,ThomasSimonini,ThomasSimonini/FINALTEST_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+199,ThomasSimonini,ThomasSimonini/TEST_v2_COLAB-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
+200,ThomasSimonini,ThomasSimonini/FINALTEST_UBUNTU-ppo-SpaceInvadersNoFrameskip-v4,519.76,803.5,283.74
 201,BerserkerMother,BerserkerMother/dqn-SpaceInvadersNoFrameskip-v4,519.27,837.0,317.73
-202,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_2,519.22,887.5,368.28
-203,aidenlee,aidenlee/dqn-SpaceInvadersNoFrameskip-v4,519.22,645.5,126.28
+202,aidenlee,aidenlee/dqn-SpaceInvadersNoFrameskip-v4,519.22,645.5,126.28
+203,daripaez,daripaez/dqn-SpaceInvadersNoFrameskip-v4_2,519.22,887.5,368.28
 204,emmashe15,emmashe15/dqn-SpaceInvadersNoFrameskip-v4,519.21,663.5,144.29
 205,chist,chist/dqn-SpaceInvadersNoFrameskip-v4,518.01,660.0,141.99
 206,brad,brad/dqn-SpaceInvadersNoFrameskip-v4,517.79,905.5,387.71
@@ -265,12 +265,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 264,Scrwed,Scrwed/dqn-SpaceInvadersNoFrameskip-v4,505.54,613.5,107.96
 265,JulianZas,JulianZas/dqn-SpaceInvadersNoFrameskip-v4,505.43,601.5,96.07
 266,r4f705,r4f705/dqn-SpaceInvadersNoFrameskip-v4,504.88,640.5,135.62
-267,mpekey,mpekey/dqn-SpaceInvadersNoFrameskip-v4,503.68,602.0,98.32
-268,huijian222,huijian222/dqn-SpaceInvadersNoFrameskip-v4,503.68,697.0,193.32
+267,huijian222,huijian222/dqn-SpaceInvadersNoFrameskip-v4,503.68,697.0,193.32
+268,mpekey,mpekey/dqn-SpaceInvadersNoFrameskip-v4,503.68,602.0,98.32
 269,FabienDaniel,FabienDaniel/space_invader,503.48,622.0,118.52
 270,SarvasvaK,SarvasvaK/dqn-SpaceInvadersNoFrameskip-v4,503.25,592.0,88.75
-271,omarcevi,omarcevi/dqn-SpaceInvadersNoFrameskip-v4,503.24,617.5,114.26
-272,JamesEJarvis,JamesEJarvis/dqn-SpaceInvadersNoFrameskip-v4,503.24,607.0,103.76
+271,JamesEJarvis,JamesEJarvis/dqn-SpaceInvadersNoFrameskip-v4,503.24,607.0,103.76
+272,omarcevi,omarcevi/dqn-SpaceInvadersNoFrameskip-v4,503.24,617.5,114.26
 273,Closen,Closen/dqn-SpaceInvadersNoFrameskip-v4,503.22,832.5,329.28
 274,zoltantensorfow,zoltantensorfow/dqn-SpaceInvadersNoFrameskip-v4-d,503.17,787.5,284.33
 275,kasunw,kasunw/dqn-SpaceInvadersNoFrameskip-v4,502.85,637.5,134.65
@@ -282,8 +282,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 281,myu233,myu233/dqn-SpaceInvadersNoFrameskip-v4,499.25,590.0,90.75
 282,harisumant,harisumant/dqn-SpaceInvadersNoFrameskip-v4,498.95,600.5,101.55
 283,PraveenKishore,PraveenKishore/dqn-SpaceInvadersNoFrameskip-v4,498.81,626.5,127.69
-284,FreelancerFel,FreelancerFel/dqn_SpaceInvader,498.53,692.5,193.97
-285,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
+284,FreelancerFel,FreelancerFel/dqn-SpaceInvadersNoFrameskip-v4,498.53,692.5,193.97
+285,FreelancerFel,FreelancerFel/dqn_SpaceInvader,498.53,692.5,193.97
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 287,ifti98,ifti98/dqn-SpaceInvadersNoFrameskip,498.15999999999997,592.0,93.84
 288,andyleow,andyleow/dqn-SpaceInvadersNoFrameskip-v4,497.62,637.5,139.88
@@ -357,8 +357,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 356,Liphos,Liphos/dqn-SpaceInvaders,484.81,597.0,112.19
 357,Bandika,Bandika/DQNSpaceInvadersNoFrameskip,484.36,673.5,189.14
 358,Luksal,Luksal/dqn-SpaceInvadersNoFrameskip-v4,484.27,532.5,48.23
-359,Yanrds,Yanrds/dqn-SpaceInvadersNoFrameskip-v4,484.26,650.0,165.74
-360,robinsk8a,robinsk8a/dqn-SpaceInvadersNoFrameskip-v4,484.26,676.0,191.74
+359,robinsk8a,robinsk8a/dqn-SpaceInvadersNoFrameskip-v4,484.26,676.0,191.74
+360,Yanrds,Yanrds/dqn-SpaceInvadersNoFrameskip-v4,484.26,650.0,165.74
 361,Flooow,Flooow/dqn-SpaceInvadersNoFrameskip-v4,483.95,797.0,313.05
 362,kikijiki,kikijiki/dqn-SpaceInvadersNoFrameskip-v4,483.72,628.0,144.28
 363,Brandulio,Brandulio/dqn-SpaceInvadersNoFrameskip-v4,483.56,615.5,131.94
@@ -368,8 +368,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 367,OSalem99,OSalem99/dqn-SpaceInvadersNoFrameskip-v4,483.03,828.0,344.97
 368,LinasKo,LinasKo/dqn-SpaceInvadersNoFrameskip-v4,482.89,642.0,159.11
 369,redfungus,redfungus/dqn-SpaceInvadersNoFrameskip-v4,482.18,644.5,162.32
-370,dungtd2403,dungtd2403/dqn-SpaceInvadersNoFrameskip-v4,482.07,782.5,300.43
-371,Mtc2,Mtc2/dqn-SpaceInvadersNoFrameskip-v4,482.07,625.0,142.93
+370,Mtc2,Mtc2/dqn-SpaceInvadersNoFrameskip-v4,482.07,625.0,142.93
+371,dungtd2403,dungtd2403/dqn-SpaceInvadersNoFrameskip-v4,482.07,782.5,300.43
 372,Snim,Snim/dqn-SpaceInvadersNoFrameskip-v4,481.36,753.5,272.14
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 374,IvanKun,IvanKun/dqn-SpaceInvadersNoFrameskip-v4,481.19,574.0,92.81
@@ -493,8 +493,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 492,haanjack,haanjack/dqn-SpaceInvadersNoFrameskip-v4,460.13,678.5,218.37
 493,iamjoy,iamjoy/dqn-SpaceInvadersNoFrameskip-v4-10lakh,460.09000000000003,630.0,169.91
 494,james0248,james0248/SpaceInvadersNoFrameskip-v4,460.02,729.0,268.98
-495,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_3,459.97,661.5,201.53
-496,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4,459.97,661.5,201.53
+495,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4,459.97,661.5,201.53
+496,Mihail-P,Mihail-P/qrdqn-SpaceInvadersNoFrameskip-v4_3,459.97,661.5,201.53
 497,wptmdoorn,wptmdoorn/unit3-dqn-SpaceInvadersNoFrameskip-v4,459.25,560.0,100.75
 498,cmpatino,cmpatino/dqn-SpaceInvadersNoFrameskip-v4,459.07,638.5,179.43
 499,gyronee,gyronee/SpaceInvadersNoFrameskip-v4,458.82,731.0,272.18
@@ -526,11 +526,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 525,pushkin05,pushkin05/dqn-SpaceInvadersNoFrameskip-v4,454.7,678.0,223.3
 526,chradden,chradden/dqn-SpaceInvadersNoFrameskip-v4,454.1,589.5,135.4
 527,bonadio,bonadio/dqn-SpaceInvadersNoFrameskip-v4,454.01,514.0,59.99
-528,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
-529,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
-530,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
-531,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
-532,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
+528,stevbach,stevbach/dqn-SpaceInvadersNoFrameskip-v4,454.0,526.0,72.0
+529,WilliamADSP,WilliamADSP/dqn-SpaceInvadersNoFrameskip-v4-v3,454.0,662.5,208.5
+530,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.2,453.77,818.5,364.73
+531,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4.1,453.77,818.5,364.73
+532,jkorstad,jkorstad/dqn-SpaceInvadersNoFrameskip-v4,453.77,818.5,364.73
 533,Ellbendls,Ellbendls/dqn-SpaceInvadersNoFrameskip-v4,453.46000000000004,615.0,161.54
 534,zap-thamm,zap-thamm/DQN-SpaceInvadersNoFrameskip-v4,453.22,613.5,160.28
 535,Curiolearner,Curiolearner/dqn-SpaceInvadersNoFrameskip-v4,453.08,549.5,96.42
@@ -603,8 +603,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 602,unfinity,unfinity/dqn-SpaceInvadersNoFrameskip-v4,441.45,559.0,117.55
 603,rossHuggingMay,rossHuggingMay/dqn-SpaceInvadersNoFrameskip-v4,441.43,621.0,179.57
 604,albertcalin,albertcalin/dqn-SpaceInvadersNoFrameskip-v4,440.9,569.5,128.6
-605,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
-606,heziyevv,heziyevv/dqn-SpaceInvadersNoFrameskip-v4,440.77,668.5,227.73
+605,heziyevv,heziyevv/dqn-SpaceInvadersNoFrameskip-v4,440.77,668.5,227.73
+606,AmineEA,AmineEA/dqn-SpaceInvadersNoFrameskip-v4,440.77,870.0,429.23
 607,ghassenhannachi,ghassenhannachi/dqn-SpaceInvadersNoFrameskip-v4,440.7,723.5,282.8
 608,ankandrew,ankandrew/3-Frames-DQN-SpaceInvadersNoFrameskip-v4,440.69,540.5,99.81
 609,dhorbach,dhorbach/hfc_dqn-SpaceInvadersNoFrameskip-v4,440.65999999999997,593.0,152.34
@@ -625,8 +625,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 624,rhiga,rhiga/dqn-SpaceInvadersNoFrameskip-v4,438.25,608.0,169.75
 625,Galeros,Galeros/dqn-SpaceInvadersNoFrameskip-v4,437.85,525.0,87.15
 626,FlavienDeseure,FlavienDeseure/dqn-SpaceInvadersNoFrameskip-v4,437.73,634.5,196.77
-627,Developer-Karthi,Developer-Karthi/dqn-SpaceInvadersNoFrameskip-v4,437.18,649.0,211.82
-628,coddiw0mple,coddiw0mple/dqn-SpaceInvadersNoFrameskip-v4,437.18,656.0,218.82
+627,coddiw0mple,coddiw0mple/dqn-SpaceInvadersNoFrameskip-v4,437.18,656.0,218.82
+628,Developer-Karthi,Developer-Karthi/dqn-SpaceInvadersNoFrameskip-v4,437.18,649.0,211.82
 629,rdesarz,rdesarz/dqn-atari,437.13,607.0,169.87
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 631,Manaro,Manaro/dqn-SpaceInvadersNoFrameskip-v4,436.16999999999996,588.0,151.83
@@ -661,8 +661,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 660,Gamayun,Gamayun/dqn-SpaceInvadersNoFrameskip-v4,431.37,568.5,137.13
 661,pindar,pindar/spaceinvaders_v4,431.3,517.5,86.2
 662,Shivraj8615,Shivraj8615/dqn-SpaceInvadersNoFrameskip-v4,430.87,643.0,212.13
-663,Varaprabha,Varaprabha/dqn-SpaceInvadersNoFrameskip-v4,430.76,660.5,229.74
-664,sliu,sliu/sliu-dqn-atari,430.76,691.5,260.74
+663,sliu,sliu/sliu-dqn-atari,430.76,691.5,260.74
+664,Varaprabha,Varaprabha/dqn-SpaceInvadersNoFrameskip-v4,430.76,660.5,229.74
 665,ahjim0m0,ahjim0m0/dqn-SpaceInvadersNoFrameskip-v4_v1,430.71000000000004,583.5,152.79
 666,cmenasse,cmenasse/dqn-SpaceInvadersNoFrameskip-v4,430.69,626.5,195.81
 667,odeshays,odeshays/dqn-SpaceInvadersNoFrameskip-v4,430.5,588.5,158.0
@@ -755,13 +755,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 754,andge,andge/dqn-SpaceInvadersNoFrameskip-v4,415.78999999999996,630.0,214.21
 755,sachaguer,sachaguer/dqn-SpaceInvadersNoFrameskip-v4,415.6,540.0,124.4
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 760,eldraco,eldraco/dqn-SpaceInvadersNoFrameskip-v4,414.63,566.0,151.37
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 766,ataunal,ataunal/dqn-SpaceInvadersNoFrameskip-v4,414.03,637.0,222.97
@@ -813,752 +813,753 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 812,mahmoud-mohey,mahmoud-mohey/dqn-SpaceInvadersNoFrameskip-v4,404.41,731.0,326.59
 813,qxakshat,qxakshat/dqn-SpaceInvadersNoFrameskip-v4,404.36,536.5,132.14
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-826,mbertheau,mbertheau/hf-drl-course-3-dqn-SpaceInvadersNoFrameskip-v4,402.64,856.5,453.86
-827,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4-retrain1,402.57,605.5,202.93
-828,Fer14,Fer14/dqn-SpaceInvadersNoFrameskip,402.52,501.0,98.48
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