diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv" --- "a/Taxi-v3.csv" +++ "b/Taxi-v3.csv" @@ -1,8 +1,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward -1,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 +1,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0 2,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0 -3,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0 -4,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0 +3,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 +4,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0 5,DBusAI,DBusAI/q-Taxi-v3-v5,10.31,11.75,1.44 6,DBusAI,DBusAI/q-Taxi-v3-v4,9.139999999999999,10.53,1.39 7,muks,muks/q-Taxi-v1_1000,8.280000000000001,10.65,2.37 @@ -11,8 +11,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 10,comodoro,comodoro/q-Taxi-v3,7.38,9.59,2.21 11,DBusAI,DBusAI/q-Taxi-v3-v2,6.229999999999999,9.12,2.89 12,Karmvir-Phogat,Karmvir-Phogat/q-Taxi-v3,6.01,8.33,2.32 -13,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 -14,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 +13,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 +14,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 15,peteozegov,peteozegov/q-Taxi-v3,5.86,8.4,2.54 16,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66 17,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48 @@ -23,732 +23,732 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 22,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55 23,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82 24,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45 -25,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -26,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +25,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 +26,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 27,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -28,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 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-222,alsolera,alsolera/q-Taxi-v3,4.85,7.56,2.71 -223,Eselroth,Eselroth/CrazyTaxi,4.85,7.56,2.71 -224,chenoi,chenoi/deepRL2,4.85,7.56,2.71 -225,JustinReboullot,JustinReboullot/q-Taxi-v3,4.85,7.56,2.71 -226,Bailey24,Bailey24/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -227,timondesch,timondesch/taxi-v3-v1,4.85,7.56,2.71 -228,xavisgg,xavisgg/Taxi-v3,4.85,7.56,2.71 -229,koala645,koala645/taxi,4.85,7.56,2.71 -230,checkRaiseOnCloud,checkRaiseOnCloud/q-taxi,4.85,7.56,2.71 -231,anilkumar2444,anilkumar2444/q-taxi-v3-v1,4.85,7.56,2.71 -232,Issacwong,Issacwong/q-Taxi-v3,4.85,7.56,2.71 -233,thackerhelik,thackerhelik/q-Taxi-v3,4.85,7.56,2.71 -234,NathanS-HuggingFace,NathanS-HuggingFace/Taxi,4.85,7.56,2.71 -235,timondesch,timondesch/taxi-v3-v3,4.85,7.56,2.71 -236,timondesch,timondesch/taxi-v3-v2,4.85,7.56,2.71 -237,AMI0x,AMI0x/q-Taxi-v3,4.85,7.56,2.71 -238,nqd132,nqd132/taxi-v3,4.85,7.52,2.67 -239,zap-thamm,zap-thamm/QLearning-Taxi-v3,4.85,7.56,2.71 -240,saltandpurple,saltandpurple/q-Taxi-v3,4.85,7.54,2.69 -241,gr22dy,gr22dy/Q-learning_study_Taxi,4.85,7.56,2.71 -242,sumitk,sumitk/taxi_test,4.85,7.56,2.71 -243,adrienJeg,adrienJeg/Taxi-v3,4.85,7.56,2.71 -244,Shot846,Shot846/Taxi-v3,4.85,7.56,2.71 -245,williamking1221,williamking1221/q-Taxi-v3,4.85,7.56,2.71 -246,noctrog,noctrog/q-taxi-v2,4.85,7.56,2.71 -247,OliP,OliP/Taxi-v3,4.85,7.56,2.71 -248,Dolphinfrank,Dolphinfrank/frank_texi2,4.85,7.56,2.71 -249,Dolphinfrank,Dolphinfrank/frank_texi,4.85,7.56,2.71 -250,thiagoms7,thiagoms7/Taxi-v3,4.85,7.56,2.71 -251,adam1brownell,adam1brownell/u2_taxi,4.85,7.52,2.67 -252,Maxiew,Maxiew/q-Taxi-v3,4.85,7.56,2.71 -253,jnacey2,jnacey2/rl_taxi,4.85,7.56,2.71 -254,jonalkw,jonalkw/Taxi-v3-Qlearn,4.85,7.56,2.71 -255,tkurtulus,tkurtulus/q-Taxi-v3,4.85,7.56,2.71 -256,ibadrehman,ibadrehman/taxi-v3-v2,4.85,7.56,2.71 -257,PaulMest,PaulMest/Taxi-v3,4.85,7.56,2.71 -258,Victarry,Victarry/q-Taxi-v3,4.85,7.56,2.71 -259,steffel,steffel/q-Taxi-v3,4.85,7.56,2.71 -260,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-third-taxi,4.85,7.56,2.71 -261,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-second-taxi,4.85,7.56,2.71 -262,EduardoCGarridoMerchan,EduardoCGarridoMerchan/taxi-v3-1.0,4.85,7.56,2.71 -263,mmontecino,mmontecino/Taxi-v3-v2,4.85,7.56,2.71 -264,mmontecino,mmontecino/Taxi-v3,4.85,7.56,2.71 -265,kreepy,kreepy/q-taxi-v3,4.85,7.56,2.71 -266,birajsth,birajsth/q-Taxi-v3,4.85,7.56,2.71 -267,omarcevi,omarcevi/q-Taxi-V3,4.85,7.56,2.71 -268,AkkyMa,AkkyMa/q-Taxi-v3,4.85,7.56,2.71 -269,ashutosh1919,ashutosh1919/Taxi-v3,4.85,7.56,2.71 -270,alexispacek,alexispacek/q-Taxi-v3,4.85,7.56,2.71 -271,Raiden-1001,Raiden-1001/Taxi-v3,4.85,7.56,2.71 -272,worsty,worsty/Taxi-v3,4.85,7.56,2.71 -273,Sebschub,Sebschub/deep-rl-class-q-Taxi-v3,4.85,7.56,2.71 -274,NazgulAshura,NazgulAshura/NazgulAshura,4.85,7.56,2.71 -275,SoaSky,SoaSky/Taxi-v3,4.85,7.56,2.71 -276,YoanG,YoanG/q-Taxi-v3,4.85,7.56,2.71 -277,FlavienDeseure,FlavienDeseure/Taxi-v3-v1,4.85,7.56,2.71 -278,pdmct,pdmct/q-Taxi-v3-base,4.85,7.56,2.71 -279,victorjmarin,victorjmarin/q-Taxi-v3,4.85,7.56,2.71 -280,bjarlestam,bjarlestam/q-Taxi-v3-2,4.85,7.56,2.71 -281,ungheele,ungheele/Taxi-v3,4.85,7.56,2.71 -282,ungheele,ungheele/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -283,philipladuca,philipladuca/RL-unit2-taxi,4.85,7.54,2.69 -284,Gumibit,Gumibit/q-Taxi-v3_ex1,4.85,7.56,2.71 -285,allie21,allie21/q-Taxi-v3,4.85,7.56,2.71 -286,newwater,newwater/q-taxi-v3,4.85,7.56,2.71 -287,harisumant,harisumant/Taxi-v3,4.85,7.56,2.71 -288,Luksal,Luksal/q-Taxi-v3,4.85,7.56,2.71 -289,keyblade95,keyblade95/q-Taxi-v3,4.85,7.56,2.71 -290,alsolera,alsolera/q-Taxi-v1,4.85,7.56,2.71 -291,Loriiis,Loriiis/q-Taxi-v3,4.85,7.56,2.71 -292,lunared473,lunared473/q-Taxi-v3,4.85,7.56,2.71 -293,Harm,Harm/q-Taxi-v3_250k,4.85,7.56,2.71 -294,sinny,sinny/taxi_unit_2,4.85,7.56,2.71 -295,Bingsu,Bingsu/q-Taxi-v3,4.85,7.52,2.67 -296,Kurokabe,Kurokabe/q-Taxi-v3,4.85,7.56,2.71 -297,tmilushev,tmilushev/Taxi-v3,4.85,7.56,2.71 -298,Ashley1902,Ashley1902/taxi-v3-v1-16012023,4.85,7.56,2.71 -299,zhuqi,zhuqi/q-Taxi-v3,4.85,7.56,2.71 -300,cyclonetrue,cyclonetrue/Taxi-v3-model,4.85,7.56,2.71 -301,joseph-supples,joseph-supples/taxiv3-QTable,4.85,7.56,2.71 -302,superustc,superustc/taxi,4.85,7.56,2.71 -303,ItchyB,ItchyB/ItchBy-Taxi-v3,4.85,7.56,2.71 -304,RandenBanuelos,RandenBanuelos/q-Taxi-v3,4.85,7.56,2.71 -305,Felipe474,Felipe474/q-Taxi-v3,4.85,7.56,2.71 -306,tim-binding,tim-binding/Taxi-v3,4.85,7.56,2.71 -307,eolang,eolang/DRL-Taxi-v3,4.85,7.56,2.71 -308,CitizenDick,CitizenDick/q-FrozenLake-v3-001,4.85,7.56,2.71 -309,neatbullshit,neatbullshit/q-Taxi-v3,4.85,7.56,2.71 -310,kyeongpil,kyeongpil/Taxi-v3,4.85,7.56,2.71 -311,ahmad-alismail,ahmad-alismail/rl-taxi-v3,4.85,7.56,2.71 -312,pabloac31,pabloac31/q-Taxi-v3,4.85,7.56,2.71 -313,Senura,Senura/senura-taxi,4.85,7.56,2.71 -314,Absie,Absie/Taxi-v3,4.85,7.56,2.71 -315,RisiPisi,RisiPisi/MyTaxi-v3,4.85,7.56,2.71 -316,babakc,babakc/taxi-v1,4.85,7.56,2.71 -317,Skanderbeg,Skanderbeg/Taxi-v3,4.85,7.56,2.71 -318,gnieto,gnieto/q-DRL_unit2_taxi,4.85,7.56,2.71 -319,GoldenShotgun,GoldenShotgun/q-taxi-v3,4.85,7.56,2.71 -320,Qilex,Qilex/q-Taxi-v3,4.85,7.56,2.71 -321,Waterboy96,Waterboy96/Taxi-v3-2,4.85,7.56,2.71 -322,redfungus,redfungus/q-Taxi-v3,4.85,7.56,2.71 -323,Closen,Closen/q-Taxi-v3,4.85,7.56,2.71 -324,Deisler,Deisler/q-Taxi-v3-25x5x4-6-35000,4.85,7.56,2.71 -325,ayor-dns,ayor-dns/q-Taxi-v3,4.85,7.56,2.71 -326,vicfeuga,vicfeuga/taxi-v3,4.85,7.56,2.71 -327,sarahpuspdew,sarahpuspdew/DeepRLCourse_Unit2-q-Taxi-v3,4.85,7.56,2.71 -328,bjpsantos,bjpsantos/q-taxi-v3,4.85,7.56,2.71 -329,xnpeng,xnpeng/q-Taxi-v3,4.85,7.56,2.71 -330,Yanrds,Yanrds/q-Taxi-v3,4.85,7.56,2.71 -331,atorre,atorre/q-Taxi-v3,4.85,7.56,2.71 -332,Deisler,Deisler/q-Taxi-v3-25x5x4-6,4.85,7.56,2.71 -333,santit96,santit96/taxiv3-course,4.85,7.56,2.71 -334,jkorstad,jkorstad/Taxi-JPK-v3,4.85,7.56,2.71 -335,Flooow,Flooow/q-Taxi-v3,4.85,7.56,2.71 -336,Kimonode,Kimonode/Taxi-v3,4.85,7.56,2.71 -337,vldnechai,vldnechai/q-taxi-v3,4.85,7.56,2.71 -338,ajitgupta,ajitgupta/q-Taxi-v3,4.85,7.56,2.71 -339,iikjl,iikjl/q-taxi-v3,4.85,7.56,2.71 -340,fbeghell,fbeghell/q-Taxi-v3,4.85,7.56,2.71 -341,osman93,osman93/q-Taxi-v3,4.85,7.56,2.71 -342,menelaos,menelaos/q-taxi-v3-menelaos,4.85,7.56,2.71 -343,mhmdmuhammad,mhmdmuhammad/q-Taxi-v3,4.85,7.56,2.71 -344,asarvazyan,asarvazyan/q-Taxi,4.85,7.56,2.71 -345,spolisar,spolisar/q-Taxi-v3,4.85,7.56,2.71 -346,bestemoon,bestemoon/q-Taxi-v3,4.85,7.56,2.71 -347,TahsinZaman,TahsinZaman/q-Taxi-v3,4.85,7.56,2.71 -348,Ehsan-Tavan,Ehsan-Tavan/Taxi-v3,4.85,7.56,2.71 -349,malibanekg,malibanekg/q-Taxi-v3,4.85,7.56,2.71 -350,scronberg,scronberg/taxi-v3-qlearning,4.85,7.56,2.71 -351,dimi1357,dimi1357/q-Taxi-v3,4.85,7.56,2.71 -352,fermaat,fermaat/Taxi-v3,4.85,7.56,2.71 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-1903,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 -1904,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 -1905,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 -1906,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 -1907,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 -1908,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69 -1909,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 -1910,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73 -1911,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75 -1912,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75 -1913,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73 -1914,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73 -1915,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73 -1916,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 -1917,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76 -1918,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76 -1919,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76 -1920,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 -1921,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -1922,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 -1923,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 -1924,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76 -1925,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76 -1926,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76 -1927,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 -1928,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76 -1929,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 -1930,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 -1931,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 -1932,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 -1933,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 -1934,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 -1935,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 -1936,chans,chans/taxi-v3,4.76,7.52,2.76 -1937,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 -1938,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 +1890,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75 +1891,cha00,cha00/taxi,4.77,7.52,2.75 +1892,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 +1893,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 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-1948,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77 -1949,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75 -1950,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75 -1951,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75 -1952,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -1953,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -1954,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -1955,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -1956,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -1957,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77 -1958,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 -1959,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77 -1960,Dabe,Dabe/Taxi,4.75,7.5,2.75 -1961,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 -1962,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77 -1963,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77 -1964,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -1965,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 -1966,issajatt,issajatt/taxi-v3,4.75,7.48,2.73 -1967,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 -1968,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 -1969,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -1970,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -1971,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -1972,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 -1973,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -1974,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 -1975,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 -1976,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75 -1977,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 -1978,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -1979,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -1980,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 -1981,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 -1982,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -1983,kuan2,kuan2/taxi,4.75,7.52,2.77 -1984,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -1985,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 -1986,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -1987,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 -1988,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 -1989,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -1990,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75 -1991,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -1992,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -1993,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -1994,unagui,unagui/taxiv0,4.75,7.5,2.75 -1995,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -1996,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 -1997,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76 -1998,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -1999,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76 -2000,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74 -2001,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 -2002,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -2003,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -2004,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 -2005,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -2006,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 -2007,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 -2008,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 -2009,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 -2010,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -2011,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -2012,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74 -2013,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76 -2014,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -2015,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76 -2016,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 -2017,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 -2018,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 -2019,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76 -2020,jontromanab,jontromanab/taxi,4.74,7.5,2.76 -2021,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76 -2022,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 -2023,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -2024,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 -2025,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -2026,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 -2027,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -2028,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 -2029,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 -2030,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -2031,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 -2032,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 -2033,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74 -2034,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 -2035,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 -2036,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 -2037,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 -2038,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -2039,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -2040,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -2041,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -2042,varo,varo/Taxi-v3,4.74,7.48,2.74 -2043,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -2044,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 -2045,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 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+2006,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 +2007,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 +2008,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76 +2009,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 +2010,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 +2011,varo,varo/Taxi-v3,4.74,7.48,2.74 +2012,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 +2013,chradden,chradden/Taxi-v3,4.74,7.5,2.76 +2014,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 +2015,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 +2016,Viswes,Viswes/taxiv3,4.74,7.5,2.76 +2017,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 +2018,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 +2019,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 +2020,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 +2021,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 +2022,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74 +2023,luhx,luhx/Taxi-v3,4.74,7.48,2.74 +2024,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 +2025,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 +2026,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76 +2027,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 +2028,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 +2029,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 +2030,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 +2031,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 +2032,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 +2033,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 +2034,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 +2035,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 +2036,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 +2037,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 +2038,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 +2039,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 +2040,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 +2041,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 +2042,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 +2043,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 +2044,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 +2045,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 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