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 -2,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0 -3,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0 -4,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0 +1,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0 +2,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 @@ -11,2142 +11,2154 @@ 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,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 -14,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66 -15,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48 -16,WilliamADSP,WilliamADSP/Taxi_v3,5.47,8.09,2.62 -17,Emperor,Emperor/q-Taxi-v3-500-random-seed-1000-episodes,5.3,7.89,2.59 -18,Knight85,Knight85/q-Taxi-v3,5.18,7.87,2.69 -19,qxakshat,qxakshat/Taxi-v3,5.119999999999999,8.04,2.92 -20,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55 -21,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82 -22,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 -23,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 -24,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 -25,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 -26,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -27,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -28,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -29,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -30,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -31,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 -32,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -33,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -34,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69 -35,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69 -36,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61 -37,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61 -38,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 -39,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 -40,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 +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 +15,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66 +16,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48 +17,WilliamADSP,WilliamADSP/Taxi_v3,5.47,8.09,2.62 +18,Emperor,Emperor/q-Taxi-v3-500-random-seed-1000-episodes,5.3,7.89,2.59 +19,Knight85,Knight85/q-Taxi-v3,5.18,7.87,2.69 +20,qxakshat,qxakshat/Taxi-v3,5.119999999999999,8.04,2.92 +21,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55 +22,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82 +23,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 +24,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 +25,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +26,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 +27,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 +28,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 +29,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 +30,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 +31,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +32,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 +33,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 +34,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +35,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61 +36,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69 +37,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69 +38,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61 +39,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 +40,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 41,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63 -42,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 -43,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 +42,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63 +43,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 44,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 -45,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 -46,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 -47,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72 -48,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72 +45,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 +46,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 +47,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 +48,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 49,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72 -50,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747 -51,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63 -52,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63 -53,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63 -54,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63 -55,mishall,mishall/q-Taxi-v3,4.85,7.56,2.71 -56,Suprabound,Suprabound/q-Taxi-v3-Supra,4.85,7.56,2.71 -57,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71 -58,RaedS,RaedS/q-Taxi-v3,4.85,7.56,2.71 -59,varevshatyan,varevshatyan/q-taxi-v3,4.85,7.56,2.71 -60,vk21,vk21/Taxi-v3-v1,4.85,7.56,2.71 -61,tkoterwas,tkoterwas/q-learning-tax-v3,4.85,7.56,2.71 -62,Gabcsor,Gabcsor/q-Taxi-v0,4.85,7.56,2.71 -63,jinukoo,jinukoo/q-Taxi-v3,4.85,7.56,2.71 -64,Lakshya2k,Lakshya2k/Taxi-v3-500x6,4.85,7.56,2.71 -65,BarefootBayes,BarefootBayes/q-Taxi-v3,4.85,7.56,2.71 -66,adhisetiawan,adhisetiawan/q-Taxi-v3,4.85,7.56,2.71 -67,mpekey,mpekey/q-Taxi-v3,4.85,7.56,2.71 -68,cthiriet,cthiriet/q-Taxi-v3,4.85,7.56,2.71 -69,Ibtisam,Ibtisam/Taxi,4.85,7.56,2.71 -70,sjainlucky,sjainlucky/taxi,4.85,7.56,2.71 -71,claudiodev,claudiodev/q-Taxi-v3,4.85,7.56,2.71 -72,mdapri,mdapri/q-Taxi-v3,4.85,7.56,2.71 -73,macb,macb/q-taxi-v3,4.85,7.56,2.71 -74,Gabcsor,Gabcsor/q-Taxi-v2,4.85,7.56,2.71 -75,Gabcsor,Gabcsor/q-Taxi-v1,4.85,7.56,2.71 -76,dyingc,dyingc/Taxi-v3,4.85,7.56,2.71 -77,Max100ce,Max100ce/q-Taxi-v3,4.85,7.56,2.71 -78,DrishtiSharma,DrishtiSharma/q-Taxi-v3-100000-episodes,4.85,7.56,2.71 -79,jackoyoungblood,jackoyoungblood/DeepRL23,4.85,7.56,2.71 -80,rodrfons,rodrfons/taxi-v3,4.85,7.56,2.71 -81,andli28,andli28/q-taxi-v3,4.85,7.56,2.71 -82,AnAmbitiousMonk,AnAmbitiousMonk/Taxi-v1,4.85,7.56,2.71 -83,Youngdal,Youngdal/Taxi-3-default,4.85,7.56,2.71 -84,Nicksinru,Nicksinru/Taxi-env,4.85,7.56,2.71 -85,Somdeb,Somdeb/Taxi-v3-v1,4.85,7.56,2.71 -86,mikato,mikato/Taxi-v3,4.85,7.56,2.71 -87,slopezay,slopezay/Taxi_v3,4.85,7.56,2.71 -88,VAZaytsev,VAZaytsev/Taxi-v3,4.85,7.56,2.71 -89,jackmedda,jackmedda/q-Taxi-v3,4.85,7.56,2.71 -90,Alex48,Alex48/Taxi-v3,4.85,7.56,2.71 -91,parsasam,parsasam/q-Taxi-v3,4.85,7.56,2.71 -92,jcramirezpr,jcramirezpr/Taxi-v3,4.85,7.56,2.71 -93,kestrel256,kestrel256/q-taxi-v3,4.85,7.56,2.71 -94,LieUr,LieUr/q-Taxi-v3,4.85,7.56,2.71 -95,nossal,nossal/rl-q-taxi-v3,4.85,7.56,2.71 -96,nsecord,nsecord/q-Taxi-v3-attempt3,4.85,7.56,2.71 -97,nsecord,nsecord/q-Taxi-v3-attempt2,4.85,7.56,2.71 -98,parinzee,parinzee/huggingface-taxi-v3,4.85,7.56,2.71 -99,HaiderAUT,HaiderAUT/Taxi-v3,4.85,7.56,2.71 -100,menoua,menoua/q-Taxi-v3,4.85,7.56,2.71 -101,KubiakJakub01,KubiakJakub01/Taxi-v3,4.85,7.56,2.71 -102,av3006,av3006/q-Taxi-v3,4.85,7.56,2.71 -103,FrancoisDongier,FrancoisDongier/Taxi-v3,4.85,7.56,2.71 -104,giobin,giobin/taxi-v3-v1,4.85,7.56,2.71 -105,unit0113,unit0113/Taxi-v3,4.85,7.56,2.71 -106,apatole,apatole/q-taxi,4.85,7.5,2.65 -107,1itai1,1itai1/q-Taxi-v3,4.85,7.56,2.71 -108,algocompretto,algocompretto/TaxiDriver-v0,4.85,7.56,2.71 -109,mehrzad-shahin,mehrzad-shahin/q-Taxi-v3-toy,4.85,7.56,2.71 -110,avojarot,avojarot/Taxi-v3,4.85,7.56,2.71 -111,toreil,toreil/Taxi-v3-Q-Learning,4.85,7.56,2.71 -112,andrea-silvi,andrea-silvi/q-taxi,4.85,7.56,2.71 -113,eswardivi,eswardivi/q-Taxi-v3,4.85,7.56,2.71 -114,coddiw0mple,coddiw0mple/Taxi-v3,4.85,7.56,2.71 -115,jayeshvpatil,jayeshvpatil/q-Taxi-v3,4.85,7.56,2.71 -116,AlexSh,AlexSh/Taxi-v3,4.85,7.56,2.71 -117,Leonhard17,Leonhard17/q-Taxi-v3,4.85,7.56,2.71 -118,lyusungwon,lyusungwon/q-Taxi-v3,4.85,7.56,2.71 -119,ssw1591,ssw1591/q-Taxi-v3,4.85,7.56,2.71 -120,galkowskim,galkowskim/q-learning-taxi-env,4.85,7.52,2.67 -121,renatoviolin,renatoviolin/taxi-cab-v3,4.85,7.56,2.71 -122,abarekatain,abarekatain/q-Taxi-v3,4.85,7.56,2.71 -123,nasheed,nasheed/taxi-v3-assignment,4.85,7.56,2.71 -124,Feldi,Feldi/q-Taxi-v3,4.85,7.56,2.71 -125,ThomasSimonini,ThomasSimonini/q-Taxi-v3,4.85,7.56,2.71 -126,annelegendre,annelegendre/q-Taxi-v3,4.85,7.56,2.71 -127,Agneev,Agneev/q-Taxi-v3,4.85,7.56,2.71 -128,Allrandom,Allrandom/q-Taxi-v3,4.85,7.56,2.71 -129,iiserkbikram,iiserkbikram/Taxi-v3,4.85,7.56,2.71 -130,sherrytan,sherrytan/q-Taxi-v3,4.85,7.56,2.71 -131,AjayD53,AjayD53/Taxi-Q_Learning,4.85,7.56,2.71 -132,israel-avihail,israel-avihail/q-Taxi-v3-MonitHakesef,4.85,7.56,2.71 -133,FutureDesire,FutureDesire/q-Taxi-v3,4.85,7.56,2.71 -134,adrian47,adrian47/Taxi-v3,4.85,7.56,2.71 -135,Hyungsuk,Hyungsuk/Taxi-v3,4.85,7.56,2.71 -136,Corianas,Corianas/Corianas-Taxi-v3-b,4.85,7.56,2.71 -137,Corianas,Corianas/Corianas-Taxi-v3,4.85,7.56,2.71 -138,nbruse,nbruse/Taxi-v3,4.85,7.56,2.71 -139,danendra,danendra/q-Taxi-v3,4.85,7.56,2.71 -140,thatgeeman,thatgeeman/q-Taxi-v3-hfRLU2,4.85,7.56,2.71 -141,Emperor,Emperor/q-Taxi-v3-standard-seed,4.85,7.56,2.71 -142,propet,propet/Taxi-v3,4.85,7.56,2.71 -143,hmatzner,hmatzner/Taxi-v3,4.85,7.56,2.71 -144,droid22,droid22/Taxi-v3,4.85,7.56,2.71 -145,Rendel,Rendel/q-Taxi-v3,4.85,7.56,2.71 -146,shazled,shazled/Taxi-v3,4.85,7.56,2.71 -147,JamesEJarvis,JamesEJarvis/Taxi-v3,4.85,7.56,2.71 -148,mcondor,mcondor/q-Taxi-v3,4.85,7.56,2.71 -149,charmquark,charmquark/q-Taxi-v3,4.85,7.54,2.69 -150,mgarciav,mgarciav/q-Taxi-v3,4.85,7.56,2.71 -151,zarifikram,zarifikram/taxi-v3QLearning,4.85,7.56,2.71 -152,heziyevv,heziyevv/taxi-v3,4.85,7.56,2.71 -153,dussinus,dussinus/Taxi-v3,4.85,7.56,2.71 -154,niks-salodkar,niks-salodkar/q-table-taxiv3,4.85,7.56,2.71 -155,sachaguer,sachaguer/q-Taxiv3,4.85,7.56,2.71 -156,khengkok,khengkok/taxi_pickup,4.85,7.56,2.71 -157,jjlira,jjlira/TestingPepe,4.85,7.56,2.71 -158,FelipePasquevich,FelipePasquevich/q-Taxi-v3,4.85,7.56,2.71 -159,FabienDaniel,FabienDaniel/Taxi-v3,4.85,7.56,2.71 -160,YashGajjar,YashGajjar/Taxi-v3_Q-agent,4.85,7.56,2.71 -161,yumingyi,yumingyi/q-taxi-v3,4.85,7.56,2.71 -162,brunonishimoto,brunonishimoto/q-learning-Taxi-v3,4.85,7.56,2.71 -163,yyq90,yyq90/Q_Taxi_test,4.85,7.56,2.71 -164,peterdamn,peterdamn/taxi_v3,4.85,7.56,2.71 -165,tareknaser,tareknaser/Qlearning-taxi,4.85,7.56,2.71 -166,McCheng,McCheng/Taxi-v3,4.85,7.56,2.71 -167,EExe,EExe/Taxi-v3,4.85,7.56,2.71 -168,ochapeau,ochapeau/q-Taxi-v3,4.85,7.56,2.71 -169,juansebashr,juansebashr/q-Taxi-v3,4.85,7.56,2.71 -170,agarvil,agarvil/Taxi,4.85,7.56,2.71 -171,Yureeh,Yureeh/Taxi_1.0,4.85,7.56,2.71 -172,Paperbag,Paperbag/Taxi-v3,4.85,7.56,2.71 -173,dmenini,dmenini/q-Taxi-v3,4.85,7.56,2.71 -174,AndreMitri,AndreMitri/RL_Taxi-v3,4.85,7.52,2.67 -175,AY00,AY00/Taxi-v3,4.85,7.56,2.71 -176,aymenkhs,aymenkhs/q-Taxi-v3,4.85,7.56,2.71 -177,mcaoun,mcaoun/Taxi-v4,4.85,7.56,2.71 -178,izimmerman,izimmerman/Qtable,4.85,7.56,2.71 -179,klemiec,klemiec/taxi,4.85,7.56,2.71 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+1638,bertranddecoster,bertranddecoster/q-Taxi-v3-tutorial,4.789999999999999,7.52,2.73 +1639,farzeen,farzeen/q-Taxi-v3,4.789999999999999,7.52,2.73 +1640,torayeff,torayeff/q-Taxi-v3,4.789999999999999,7.52,2.73 +1641,phonenix,phonenix/phonenix-taxi-v3,4.789999999999999,7.52,2.73 +1642,KINGeorge2000,KINGeorge2000/lilTAXI,4.789999999999999,7.52,2.73 +1643,joelearn22,joelearn22/q-Taxi-v3,4.789999999999999,7.52,2.73 +1644,PecanPi,PecanPi/q-taxi-v3,4.789999999999999,7.52,2.73 +1645,Christian90,Christian90/Taxi-v3,4.789999999999999,7.52,2.73 +1646,anamhira,anamhira/q-Taxi-v3,4.789999999999999,7.52,2.73 +1647,LuniLand,LuniLand/q-Taxi-v3,4.789999999999999,7.52,2.73 +1648,dungtd2403,dungtd2403/q-Taxi-v3,4.789999999999999,7.52,2.73 +1649,MarioLomby,MarioLomby/q-Taxi-v3,4.789999999999999,7.52,2.73 +1650,luke76,luke76/taxi_rf_example,4.789999999999999,7.52,2.73 +1651,dylwil3,dylwil3/q-Taxi-v3,4.789999999999999,7.52,2.73 +1652,hfxmao,hfxmao/q-Taxi-v3,4.789999999999999,7.52,2.73 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-1847,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -1848,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -1849,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -1850,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -1851,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -1852,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -1853,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -1854,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -1855,marcov,marcov/q-taxi,4.75,7.42,2.67 -1856,kuan2,kuan2/taxi,4.75,7.52,2.77 -1857,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -1858,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -1859,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 -1860,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -1861,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -1862,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 -1863,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -1864,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -1865,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -1866,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -1867,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -1868,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -1869,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -1870,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 +1829,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 +1830,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 +1831,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 +1832,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 +1833,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 +1834,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76 +1835,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 +1836,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 +1837,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 +1838,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 +1839,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72 +1840,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 +1841,chans,chans/taxi-v3,4.76,7.52,2.76 +1842,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 +1843,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 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-1883,unagui,unagui/taxiv0,4.75,7.5,2.75 -1884,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -1885,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74 -1886,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 -1887,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 -1888,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74 -1889,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74 -1890,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 -1891,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -1892,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -1893,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 -1894,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -1895,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 -1896,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 -1897,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 -1898,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -1899,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -1900,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -1901,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -1902,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 -1903,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 -1904,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 -1905,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -1906,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76 -1907,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 -1908,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 -1909,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -1910,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 -1911,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 -1912,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -1913,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76 -1914,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76 -1915,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -1916,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76 +1872,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 +1873,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 +1874,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 +1875,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 +1876,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 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1917,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 -1918,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 -1919,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 -1920,jontromanab,jontromanab/taxi,4.74,7.5,2.76 -1921,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 -1922,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 -1923,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76 -1924,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -1925,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -1926,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 -1927,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 -1928,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 -1929,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74 -1930,luhx,luhx/Taxi-v3,4.74,7.48,2.74 -1931,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 -1932,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -1933,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -1934,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -1935,varo,varo/Taxi-v3,4.74,7.48,2.74 -1936,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 -1937,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -1938,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76 -1939,Nasree,Nasree/q-Taxi-3,4.73,7.5,2.77 -1940,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71 -1941,SharpNLight,SharpNLight/q-taxi-v3-simple,4.73,7.44,2.71 -1942,jame7700,jame7700/Taxi,4.73,7.48,2.75 -1943,gatardochi,gatardochi/q-Taxi-v3,4.73,7.5,2.77 -1944,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73 -1945,matt-guay,matt-guay/q-Taxi-v3,4.73,7.44,2.71 -1946,kujaomega,kujaomega/q-Taxi-v3,4.73,7.5,2.77 -1947,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75 -1948,mdround,mdround/q-Taxi-v3,4.73,7.5,2.77 -1949,RohithKumar,RohithKumar/Q1-Taxi,4.73,7.46,2.73 -1950,bastienm,bastienm/Taxi-v3,4.73,7.44,2.71 -1951,debin,debin/Taxi-v3,4.73,7.48,2.75 -1952,ytung,ytung/q-Taxi-v3,4.73,7.44,2.71 -1953,dmortell,dmortell/taxi-v3,4.73,7.48,2.75 -1954,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73 -1955,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75 -1956,Sirianth,Sirianth/taxi,4.73,7.48,2.75 -1957,cmenasse,cmenasse/q-Taxi-v3,4.73,7.42,2.69 -1958,astefani,astefani/taxi-v3-dqn,4.73,7.46,2.73 -1959,goodacheez,goodacheez/q-Taxi-v3,4.720000000000001,7.48,2.76 -1960,ashishj20,ashishj20/q-Taxi-v3,4.720000000000001,7.5,2.78 -1961,Dharkelf,Dharkelf/Taxi-v3,4.720000000000001,7.48,2.76 -1962,Bunkerj,Bunkerj/q-Taxi-v3,4.720000000000001,7.5,2.78 -1963,cyeet,cyeet/q-Taxi-v3,4.720000000000001,7.48,2.76 -1964,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 -1965,flowerpot76,flowerpot76/q-Taxi-v3,4.720000000000001,7.48,2.76 -1966,wjmm,wjmm/Taxi-v3,4.720000000000001,7.5,2.78 -1967,wykonos,wykonos/Taxi-v3,4.720000000000001,7.5,2.78 -1968,pikodemo,pikodemo/q-Taxi-v3,4.720000000000001,7.5,2.78 -1969,Agog,Agog/Taxi-v3,4.720000000000001,7.5,2.78 -1970,danielcfho,danielcfho/q-Taxi-v3,4.720000000000001,7.5,2.78 -1971,xnpeng,xnpeng/Taxi-v3,4.720000000000001,7.5,2.78 -1972,carolinainmymind,carolinainmymind/Taxi-v3,4.720000000000001,7.5,2.78 -1973,RokudouMukuro,RokudouMukuro/q-Taxi-v3,4.720000000000001,7.48,2.76 -1974,bettyhxb,bettyhxb/q-Taxi-v3,4.720000000000001,7.5,2.78 -1975,OTQ,OTQ/q-Taxi-v3,4.720000000000001,7.5,2.78 -1976,RayKau,RayKau/taxi,4.720000000000001,7.5,2.78 -1977,personnel,personnel/taxi-v3,4.72,7.46,2.74 -1978,Daehoon,Daehoon/Taxi-v3,4.72,7.46,2.74 -1979,kraken2404,kraken2404/qtable-Taxi-v3_2,4.72,7.46,2.74 -1980,AxlDM124,AxlDM124/Taxi-v3,4.72,7.46,2.74 -1981,mtlulka,mtlulka/q-Taxi-v3,4.72,7.46,2.74 -1982,rlanday,rlanday/q-Taxi-v3,4.72,7.46,2.74 -1983,jontang,jontang/taxi3-qlearning,4.710000000000001,7.48,2.77 -1984,magnomont12,magnomont12/Taxi-v3,4.710000000000001,7.48,2.77 -1985,Hawk91,Hawk91/q-Taxi-v3-def,4.710000000000001,7.48,2.77 -1986,satyrical,satyrical/slippyIce,4.710000000000001,7.44,2.73 -1987,Adi0010,Adi0010/Taxi_rl,4.710000000000001,7.48,2.77 -1988,yenniejun,yenniejun/q-Taxi-v3,4.710000000000001,7.48,2.77 -1989,gguichard,gguichard/q-Taxi-v3,4.710000000000001,7.48,2.77 -1990,DelusionalDreams,DelusionalDreams/taxi-v3,4.710000000000001,7.48,2.77 -1991,shovall,shovall/Taxi-v3,4.710000000000001,7.48,2.77 -1992,ThomasSimonini,ThomasSimonini/Lapin,4.710000000000001,7.48,2.77 -1993,kekstroke,kekstroke/q-Taxi-v3,4.710000000000001,7.44,2.73 -1994,frank1991,frank1991/Taxi,4.710000000000001,7.48,2.77 +1918,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 +1919,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 +1920,chradden,chradden/Taxi-v3,4.74,7.5,2.76 +1921,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 +1922,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 +1923,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 +1924,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 +1925,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76 +1926,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 +1927,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 +1928,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 +1929,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 +1930,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 +1931,Viswes,Viswes/taxiv3,4.74,7.5,2.76 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-2005,imflash217,imflash217/Q-taxi-v3,4.700000000000001,7.48,2.78 -2006,neurator,neurator/Taxi-v3,4.700000000000001,7.48,2.78 -2007,ka13001v1,ka13001v1/Taxi-v3,4.700000000000001,7.48,2.78 -2008,alix03,alix03/q-Taxi-v3,4.700000000000001,7.48,2.78 -2009,RanjanKiran,RanjanKiran/taxi,4.700000000000001,7.48,2.78 -2010,Taratata,Taratata/q-Taxi-v3,4.700000000000001,7.48,2.78 -2011,Dae314,Dae314/q-Taxi-v3,4.7,7.46,2.76 -2012,phyous,phyous/q-Taxi-v3,4.7,7.44,2.74 -2013,elfray,elfray/q-Taxi-v3,4.7,7.46,2.76 -2014,mfidabel,mfidabel/q-Taxi-v3-baseline,4.699999999999999,7.42,2.72 -2015,adhityamw11,adhityamw11/Taxi-v3,4.69,7.48,2.79 -2016,khatkeashish,khatkeashish/q-Taxi-v3,4.69,7.44,2.75 -2017,dugongo,dugongo/ppo-Taxi-v3.1,4.69,7.44,2.75 -2018,wpbsball12,wpbsball12/q-taxi-v3-fix,4.69,7.36,2.67 -2019,nikz,nikz/Taxi-v3,4.69,7.48,2.79 -2020,kjmann,kjmann/Taxi_qtable,4.69,7.48,2.79 -2021,Gonalb,Gonalb/Taxi-v3,4.69,7.48,2.79 -2022,Tiru8055,Tiru8055/q-Taxi-v3,4.69,7.48,2.79 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