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-bug,12.0,12.0,0.0 -2,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0 -3,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0 -4,unfinity,unfinity/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 @@ -21,2098 +21,2099 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 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,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -24,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 -25,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -26,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 -27,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -28,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 -29,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -30,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -31,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 -32,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -33,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -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 +23,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 +24,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +25,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 +26,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 +27,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +28,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 +29,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 +30,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 +31,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 +32,Forkits,Forkits/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,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +35,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69 +36,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69 +37,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61 38,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61 -39,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 -40,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 -41,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 -42,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 -43,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 -44,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 -45,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63 -46,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 -47,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 -48,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72 +39,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 +40,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 +41,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 +42,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 +43,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 +44,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 +45,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 +46,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63 +47,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 +48,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72 49,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72 -50,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72 +50,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72 51,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747 52,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63 -53,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63 -54,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63 +53,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63 +54,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63 55,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63 -56,kaliputra,kaliputra/q-Taxi-v3-v2,4.85,7.56,2.71 -57,kestrel256,kestrel256/q-taxi-v3,4.85,7.56,2.71 -58,Nicksinru,Nicksinru/Taxi-env,4.85,7.56,2.71 -59,mihirdeo16,mihirdeo16/taxi-v3-25k,4.85,7.56,2.71 -60,SeNSiTivE,SeNSiTivE/RL-Course-Unit_2-q-Taxi-v3,4.85,7.56,2.71 -61,Lorius2,Lorius2/rl-unit2-taxiv3,4.85,7.56,2.71 -62,Rubywong123,Rubywong123/q-Taxi-v3,4.85,7.56,2.71 -63,jcramirezpr,jcramirezpr/Taxi-v3,4.85,7.56,2.71 -64,nossal,nossal/rl-q-taxi-v3,4.85,7.56,2.71 -65,nsecord,nsecord/q-Taxi-v3-attempt3,4.85,7.56,2.71 -66,nsecord,nsecord/q-Taxi-v3-attempt2,4.85,7.56,2.71 -67,parsasam,parsasam/q-Taxi-v3,4.85,7.56,2.71 -68,nikogarro,nikogarro/Q-Taxi-v3,4.85,7.56,2.71 -69,Alex48,Alex48/Taxi-v3,4.85,7.56,2.71 -70,jackmedda,jackmedda/q-Taxi-v3,4.85,7.56,2.71 -71,unit0113,unit0113/Taxi-v3,4.85,7.56,2.71 -72,giobin,giobin/taxi-v3-v1,4.85,7.56,2.71 -73,LOGQS,LOGQS/Taxi-v3,4.85,7.56,2.71 -74,Aezx,Aezx/Taxiii,4.85,7.56,2.71 -75,FrancoisDongier,FrancoisDongier/Taxi-v3,4.85,7.56,2.71 -76,Somdeb,Somdeb/Taxi-v3-v1,4.85,7.56,2.71 -77,ivi137,ivi137/q-Taxi-v3,4.85,7.56,2.71 -78,petergoldstein,petergoldstein/Taxi-v3-default,4.85,7.54,2.69 -79,petergoldstein,petergoldstein/Taxi-v3-1M,4.85,7.56,2.71 -80,PecanPi,PecanPi/q-taxi-v3-v2,4.85,7.56,2.71 -81,mikato,mikato/Taxi-v3,4.85,7.56,2.71 -82,slopezay,slopezay/Taxi_v3,4.85,7.56,2.71 -83,VAZaytsev,VAZaytsev/Taxi-v3,4.85,7.56,2.71 -84,arxaqapi,arxaqapi/Taxi-v3,4.85,7.56,2.71 -85,frankenstyle,frankenstyle/q-taxi-v3,4.85,7.56,2.71 -86,helpingstar,helpingstar/q-Taxi-v3-v1,4.85,7.56,2.71 -87,mingdinghan,mingdinghan/Taxi-v3,4.85,7.56,2.71 -88,JessicaHsu,JessicaHsu/q-Taxi-v3-1,4.85,7.56,2.71 -89,ammr,ammr/q-Taxi-v3,4.85,7.56,2.71 -90,augustogeog,augustogeog/q-Taxi-v3-iterative-10mil,4.85,7.56,2.71 -91,saeedHedayatian,saeedHedayatian/qlearning-taxi,4.85,7.56,2.71 -92,nasheed,nasheed/taxi-v3-assignment,4.85,7.56,2.71 -93,Nonin,Nonin/Taxi3_V1,4.85,7.56,2.71 -94,enlacinglines,enlacinglines/Taxi-v3-50kepisodes,4.85,7.56,2.71 -95,tvarella,tvarella/taxitaxi,4.85,7.56,2.71 -96,pete88b,pete88b/q-Taxi-v3-0.0.1,4.85,7.56,2.71 -97,kks8b,kks8b/Taxi-v3,4.85,7.56,2.71 -98,Ili1991,Ili1991/q-Taxi-v1,4.85,7.56,2.71 -99,juliawabant,juliawabant/q-Taxi-v3,4.85,7.54,2.69 -100,Rodrigo4N,Rodrigo4N/Taxi-v3_uwu,4.85,7.56,2.71 -101,verderis,verderis/ToxiTaxi,4.85,7.56,2.71 -102,Luca77,Luca77/Q-Taxi,4.85,7.56,2.71 -103,erud1t3,erud1t3/Taxi-v3,4.85,7.56,2.71 -104,kongacute,kongacute/q-Taxi-v3,4.85,7.56,2.71 -105,Nonin,Nonin/Taxi3_V1_v2,4.85,7.56,2.71 -106,calvincbzhang,calvincbzhang/q-Taxi-v3,4.85,7.56,2.71 -107,KubiakJakub01,KubiakJakub01/Taxi-v3,4.85,7.56,2.71 -108,parinzee,parinzee/huggingface-taxi-v3,4.85,7.56,2.71 -109,pastells,pastells/taxi-v3,4.85,7.56,2.71 -110,HaiderAUT,HaiderAUT/Taxi-v3,4.85,7.56,2.71 -111,wptmdoorn,wptmdoorn/Taxi-v3,4.85,7.56,2.71 +56,DrishtiSharma,DrishtiSharma/q-Taxi-v3-100000-episodes,4.85,7.56,2.71 +57,Ithai,Ithai/q-Taxi-v3,4.85,7.56,2.71 +58,Youngdal,Youngdal/Taxi-3-default,4.85,7.56,2.71 +59,LieUr,LieUr/q-Taxi-v3,4.85,7.56,2.71 +60,Nonin,Nonin/Taxi3_V1_v2,4.85,7.56,2.71 +61,1itai1,1itai1/q-Taxi-v3,4.85,7.56,2.71 +62,rodrfons,rodrfons/taxi-v3,4.85,7.56,2.71 +63,eryzml,eryzml/Taxi-v3-Test_2,4.85,7.56,2.71 +64,adhisetiawan,adhisetiawan/q-Taxi-v3,4.85,7.56,2.71 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-125,taoist,taoist/q-Taxi-v3,4.85,7.56,2.71 -126,robkayinto,robkayinto/ThursdayFebruary_2_2023_2,4.85,7.56,2.71 -127,raminass,raminass/Taxi-v3,4.85,7.56,2.71 -128,Abhilashvj,Abhilashvj/Taxi-v3,4.85,7.56,2.71 -129,Abhinay322433,Abhinay322433/Taxi-v3,4.85,7.56,2.71 -130,Jatayoo,Jatayoo/Taxi-v3-hyper,4.85,7.56,2.71 -131,Jatayoo,Jatayoo/Taxi-v3-base,4.85,7.56,2.71 -132,Paperbag,Paperbag/q-Taxi-v3,4.85,7.56,2.71 -133,pramodsk,pramodsk/Taxi-v3,4.85,7.56,2.71 -134,vieveks,vieveks/taki-v3-500000,4.85,7.56,2.71 -135,izimmerman,izimmerman/Qtable,4.85,7.56,2.71 -136,vieveks,vieveks/taki-v3-50000,4.85,7.56,2.71 -137,ruescog,ruescog/RL4,4.85,7.56,2.71 -138,Swyhn,Swyhn/qlearning_taxi,4.85,7.56,2.71 -139,matolszew,matolszew/q-Taxi-v3-mine1,4.85,7.56,2.71 -140,Paperbag,Paperbag/Taxi-v3,4.85,7.56,2.71 -141,annelegendre,annelegendre/q-Taxi-v3,4.85,7.56,2.71 -142,AlexSh,AlexSh/Taxi-v3,4.85,7.56,2.71 -143,Feldi,Feldi/q-Taxi-v3,4.85,7.56,2.71 -144,klemiec,klemiec/taxi,4.85,7.56,2.71 -145,mcaoun,mcaoun/Taxi-v4,4.85,7.56,2.71 -146,mishall,mishall/q-Taxi-v3,4.85,7.56,2.71 -147,SyedAbdul,SyedAbdul/RFL-taxi,4.85,7.56,2.71 -148,micheljperez,micheljperez/taxi-v3-remake,4.85,7.56,2.71 -149,chandc,chandc/Taxi-v3,4.85,7.56,2.71 -150,gian-cr,gian-cr/taxi-v3,4.85,7.56,2.71 -151,dean-r,dean-r/q-Taxi-v3,4.85,7.56,2.71 -152,pregonas,pregonas/q-Taxi-v3,4.85,7.56,2.71 -153,Kittitouch,Kittitouch/q-Taxi-v3,4.85,7.56,2.71 -154,JulianZas,JulianZas/Taxi-v3,4.85,7.56,2.71 -155,Hourai,Hourai/q-Taxi-v3,4.85,7.56,2.71 -156,Kentris,Kentris/Taxi-v3,4.85,7.52,2.67 -157,ekanshgupta92,ekanshgupta92/Taxi_v3_qlearning,4.85,7.56,2.71 -158,sptrodon,sptrodon/q-Taxi-v3,4.85,7.56,2.71 -159,xavidejuan,xavidejuan/Taxiv3-Qvalue,4.85,7.54,2.69 -160,Developer-Karthi,Developer-Karthi/q-taxi-v3-rl,4.85,7.56,2.71 -161,dmenini,dmenini/q-Taxi-v3,4.85,7.56,2.71 -162,Nelsonlin0321,Nelsonlin0321/Q-Taxi-v3,4.85,7.56,2.71 -163,AndreMitri,AndreMitri/RL_Taxi-v3,4.85,7.52,2.67 -164,AY00,AY00/Taxi-v3,4.85,7.56,2.71 -165,aymenkhs,aymenkhs/q-Taxi-v3,4.85,7.56,2.71 -166,Lakshya2k,Lakshya2k/Taxi-v3-500x6,4.85,7.56,2.71 -167,jinukoo,jinukoo/q-Taxi-v3,4.85,7.56,2.71 -168,renatoviolin,renatoviolin/taxi-cab-v3,4.85,7.56,2.71 -169,andrea-silvi,andrea-silvi/q-taxi,4.85,7.56,2.71 -170,sjainlucky,sjainlucky/taxi,4.85,7.56,2.71 -171,Youngdal,Youngdal/Taxi-3-default,4.85,7.56,2.71 -172,LieUr,LieUr/q-Taxi-v3,4.85,7.56,2.71 -173,1itai1,1itai1/q-Taxi-v3,4.85,7.56,2.71 -174,algocompretto,algocompretto/TaxiDriver-v0,4.85,7.56,2.71 -175,mehrzad-shahin,mehrzad-shahin/q-Taxi-v3-toy,4.85,7.56,2.71 -176,avojarot,avojarot/Taxi-v3,4.85,7.56,2.71 -177,pyflynn,pyflynn/taxi-v3-model-v0,4.85,7.56,2.71 -178,eswardivi,eswardivi/q-Taxi-v3,4.85,7.56,2.71 -179,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71 -180,coddiw0mple,coddiw0mple/Taxi-v3,4.85,7.56,2.71 -181,jayeshvpatil,jayeshvpatil/q-Taxi-v3,4.85,7.56,2.71 -182,AnAmbitiousMonk,AnAmbitiousMonk/Taxi-v1,4.85,7.56,2.71 -183,Leonhard17,Leonhard17/q-Taxi-v3,4.85,7.56,2.71 -184,lyusungwon,lyusungwon/q-Taxi-v3,4.85,7.56,2.71 -185,ssw1591,ssw1591/q-Taxi-v3,4.85,7.56,2.71 -186,galkowskim,galkowskim/q-learning-taxi-env,4.85,7.52,2.67 -187,NickThe1,NickThe1/Taxi-v3,4.85,7.56,2.71 -188,vk21,vk21/Taxi-v3-v1,4.85,7.56,2.71 -189,Suprabound,Suprabound/q-Taxi-v3-Supra,4.85,7.56,2.71 -190,RaedS,RaedS/q-Taxi-v3,4.85,7.56,2.71 -191,rodrfons,rodrfons/taxi-v3,4.85,7.56,2.71 -192,jackoyoungblood,jackoyoungblood/DeepRL23,4.85,7.56,2.71 -193,Max100ce,Max100ce/q-Taxi-v3,4.85,7.56,2.71 -194,Gabcsor,Gabcsor/q-Taxi-v2,4.85,7.56,2.71 -195,Gabcsor,Gabcsor/q-Taxi-v1,4.85,7.56,2.71 -196,tkoterwas,tkoterwas/q-learning-tax-v3,4.85,7.56,2.71 -197,Gabcsor,Gabcsor/q-Taxi-v0,4.85,7.56,2.71 -198,cthiriet,cthiriet/q-Taxi-v3,4.85,7.56,2.71 -199,adhisetiawan,adhisetiawan/q-Taxi-v3,4.85,7.56,2.71 -200,DrishtiSharma,DrishtiSharma/q-Taxi-v3-100000-episodes,4.85,7.56,2.71 -201,varevshatyan,varevshatyan/q-taxi-v3,4.85,7.56,2.71 -202,dyingc,dyingc/Taxi-v3,4.85,7.56,2.71 -203,andli28,andli28/q-taxi-v3,4.85,7.56,2.71 -204,macb,macb/q-taxi-v3,4.85,7.56,2.71 -205,mdapri,mdapri/q-Taxi-v3,4.85,7.56,2.71 -206,claudiodev,claudiodev/q-Taxi-v3,4.85,7.56,2.71 -207,Ibtisam,Ibtisam/Taxi,4.85,7.56,2.71 -208,mpekey,mpekey/q-Taxi-v3,4.85,7.56,2.71 -209,BarefootBayes,BarefootBayes/q-Taxi-v3,4.85,7.56,2.71 -210,ivi137,ivi137/Taxi-v3,4.85,7.56,2.71 -211,ThomasSimonini,ThomasSimonini/q-Taxi-v3,4.85,7.56,2.71 -212,vumichien,vumichien/q-Taxi-v3,4.85,7.56,2.71 -213,babakc,babakc/taxi-v1,4.85,7.56,2.71 -214,MaviBogaz,MaviBogaz/Unit2_2,4.85,7.56,2.71 -215,ahmad-alismail,ahmad-alismail/rl-taxi-v3,4.85,7.56,2.71 -216,pabloac31,pabloac31/q-Taxi-v3,4.85,7.56,2.71 -217,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71 -218,tim-binding,tim-binding/Taxi-v3,4.85,7.56,2.71 -219,eolang,eolang/DRL-Taxi-v3,4.85,7.56,2.71 -220,gnieto,gnieto/q-DRL_unit2_taxi,4.85,7.56,2.71 -221,neatbullshit,neatbullshit/q-Taxi-v3,4.85,7.56,2.71 -222,kyeongpil,kyeongpil/Taxi-v3,4.85,7.56,2.71 -223,Skanderbeg,Skanderbeg/Taxi-v3,4.85,7.56,2.71 -224,mshibatatt,mshibatatt/q-Taxi-v3,4.85,7.56,2.71 -225,CitizenDick,CitizenDick/q-FrozenLake-v3-001,4.85,7.56,2.71 -226,victorjmarin,victorjmarin/q-Taxi-v3,4.85,7.56,2.71 -227,bjarlestam,bjarlestam/q-Taxi-v3-2,4.85,7.56,2.71 -228,Felipe474,Felipe474/q-Taxi-v3,4.85,7.56,2.71 -229,Ashley1902,Ashley1902/taxi-v3-v1-16012023,4.85,7.56,2.71 -230,Senura,Senura/senura-taxi,4.85,7.56,2.71 -231,ARandomFrenchDev,ARandomFrenchDev/q-Taxi-v3-500x6,4.85,7.56,2.71 -232,RisiPisi,RisiPisi/MyTaxi-v3,4.85,7.56,2.71 -233,Bingsu,Bingsu/q-Taxi-v3,4.85,7.52,2.67 -234,Permanganat,Permanganat/Taxi_rf,4.85,7.56,2.71 -235,jmukund,jmukund/taxi,4.85,7.52,2.67 -236,mirodil,mirodil/q-Taxi-v3,4.85,7.56,2.71 -237,ashrek,ashrek/Taxi-v3-qlearn,4.85,7.56,2.71 -238,Dharmasish,Dharmasish/Taxi_model,4.85,7.54,2.69 -239,splusminusx,splusminusx/q-Taxi-v3,4.85,7.56,2.71 -240,NikosKokkini,NikosKokkini/q-taxi_v3,4.85,7.56,2.71 -241,romc57,romc57/Taxi-v3,4.85,7.56,2.71 -242,Sudomannen,Sudomannen/q-Taxi-v3,4.85,7.56,2.71 -243,sw1214,sw1214/q-Taxi-v3,4.85,7.56,2.71 -244,thiendio,thiendio/q-learning-Taxi-v3,4.85,7.56,2.71 -245,allie21,allie21/q-Taxi-v3,4.85,7.56,2.71 -246,newwater,newwater/q-taxi-v3,4.85,7.56,2.71 -247,harisumant,harisumant/Taxi-v3,4.85,7.56,2.71 -248,offlinehq,offlinehq/q-Taxi-v3,4.85,7.56,2.71 -249,morganjeffries,morganjeffries/Taxi-v3,4.85,7.56,2.71 -250,ungheele,ungheele/Taxi-v3,4.85,7.56,2.71 -251,ungheele,ungheele/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -252,philipladuca,philipladuca/RL-unit2-taxi,4.85,7.54,2.69 -253,Gumibit,Gumibit/q-Taxi-v3_ex1,4.85,7.56,2.71 -254,csd7,csd7/q-Taxi-v3,4.85,7.56,2.71 -255,stelladk,stelladk/Q-Taxi-v3,4.85,7.54,2.69 -256,billray110,billray110/q-Taxi-v3,4.85,7.56,2.71 -257,Kurokabe,Kurokabe/q-Taxi-v3,4.85,7.56,2.71 -258,Brhnglc,Brhnglc/Taxi_1,4.85,7.56,2.71 -259,alsolera,alsolera/q-Taxi-v3,4.85,7.56,2.71 -260,vicfeuga,vicfeuga/taxi-v3,4.85,7.56,2.71 -261,OcelotBane,OcelotBane/q-Taxi-v3,4.85,7.56,2.71 -262,chqmatteo,chqmatteo/taxi-v3,4.85,7.56,2.71 -263,Waterboy96,Waterboy96/Taxi-v3-2,4.85,7.56,2.71 -264,redfungus,redfungus/q-Taxi-v3,4.85,7.56,2.71 -265,Closen,Closen/q-Taxi-v3,4.85,7.56,2.71 -266,Deisler,Deisler/q-Taxi-v3-25x5x4-6-35000,4.85,7.56,2.71 -267,atorre,atorre/q-Taxi-v3,4.85,7.56,2.71 -268,Gamayun,Gamayun/Taxi-v3,4.85,7.56,2.71 -269,Deisler,Deisler/q-Taxi-v3-25x5x4-6,4.85,7.56,2.71 -270,santit96,santit96/taxiv3-course,4.85,7.56,2.71 -271,GoldenShotgun,GoldenShotgun/q-taxi-v3,4.85,7.56,2.71 -272,Qilex,Qilex/q-Taxi-v3,4.85,7.56,2.71 -273,marianokamp,marianokamp/q-taxi-v1,4.85,7.56,2.71 -274,habanoz,habanoz/q-Taxi-v3,4.85,7.56,2.71 -275,mikegarts,mikegarts/q-Taxi-v3,4.85,7.56,2.71 -276,xavisgg,xavisgg/Taxi-v3,4.85,7.56,2.71 -277,bdiptesh99,bdiptesh99/rl-ql-Taxi-v3,4.85,7.56,2.71 -278,timondesch,timondesch/taxi-v3-v3,4.85,7.56,2.71 -279,timondesch,timondesch/taxi-v3-v2,4.85,7.56,2.71 -280,FabioDataGeek,FabioDataGeek/Taxi-v3,4.85,7.56,2.71 -281,ayor-dns,ayor-dns/q-Taxi-v3,4.85,7.56,2.71 -282,alsolera,alsolera/q-Taxi-v1,4.85,7.56,2.71 -283,ElviraL,ElviraL/q-Taxi-v3,4.85,7.56,2.71 -284,Loriiis,Loriiis/q-Taxi-v3,4.85,7.56,2.71 -285,lunared473,lunared473/q-Taxi-v3,4.85,7.56,2.71 -286,Harm,Harm/q-Taxi-v3_250k,4.85,7.56,2.71 -287,sinny,sinny/taxi_unit_2,4.85,7.56,2.71 -288,iikjl,iikjl/q-taxi-v3,4.85,7.56,2.71 -289,fbeghell,fbeghell/q-Taxi-v3,4.85,7.56,2.71 -290,osman93,osman93/q-Taxi-v3,4.85,7.56,2.71 -291,menelaos,menelaos/q-taxi-v3-menelaos,4.85,7.56,2.71 -292,mhmdmuhammad,mhmdmuhammad/q-Taxi-v3,4.85,7.56,2.71 -293,asarvazyan,asarvazyan/q-Taxi,4.85,7.56,2.71 -294,keyblade95,keyblade95/q-Taxi-v3,4.85,7.56,2.71 -295,malibanekg,malibanekg/q-Taxi-v3,4.85,7.56,2.71 -296,scronberg,scronberg/taxi-v3-qlearning,4.85,7.56,2.71 -297,dimi1357,dimi1357/q-Taxi-v3,4.85,7.56,2.71 -298,fermaat,fermaat/Taxi-v3,4.85,7.56,2.71 -299,tmilushev,tmilushev/Taxi-v3,4.85,7.56,2.71 -300,bjpsantos,bjpsantos/q-taxi-v3,4.85,7.56,2.71 -301,UAdil,UAdil/q-Taxi-v3,4.85,7.56,2.71 -302,asuzuki,asuzuki/q-Taxi-v3,4.85,7.56,2.71 -303,gokuls,gokuls/Taxi-v3,4.85,7.56,2.71 -304,KoRiF,KoRiF/q-Taxi-v3,4.85,7.54,2.69 -305,thomassshaw,thomassshaw/q-taxi-v3,4.85,7.56,2.71 -306,imar0,imar0/Taxi-v3,4.85,7.56,2.71 -307,Pearson,Pearson/q-Taxi-v3,4.85,7.56,2.71 -308,mrigendraagrawal,mrigendraagrawal/taxi-RL,4.85,7.56,2.71 -309,brand25,brand25/q-Taxi-v3,4.85,7.56,2.71 -310,mwissing,mwissing/Taxi-v3,4.85,7.56,2.71 -311,cfisicaro,cfisicaro/q-Taxi-v3,4.85,7.56,2.71 -312,SebastianS,SebastianS/q-Taxi-v3,4.85,7.56,2.71 -313,GesturingMan,GesturingMan/Taxiv3,4.85,7.56,2.71 -314,joshmazen,joshmazen/taxiv3,4.85,7.56,2.71 -315,s-himmi,s-himmi/q-Taxi-v3-classic,4.85,7.56,2.71 -316,eugene-d,eugene-d/q-Taxi-v3,4.85,7.56,2.71 -317,Ransaka,Ransaka/q-Taxi-v3,4.85,7.56,2.71 -318,Forkits,Forkits/Taxi-v3v2,4.85,7.56,2.71 -319,lowrollr,lowrollr/Taxi-v3-QLearning,4.85,7.56,2.71 -320,danilyef,danilyef/Taxi-v3,4.85,7.56,2.71 -321,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71 -322,tomercagan,tomercagan/q-Taxi-v3,4.85,7.56,2.71 -323,jannikskytt,jannikskytt/Taxi-v3,4.85,7.56,2.71 -324,ottovoncwim,ottovoncwim/q-Taxi-v3,4.85,7.56,2.71 -325,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71 -326,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71 -327,SRKConsulting,SRKConsulting/Taxi-v3-X,4.85,7.56,2.71 -328,dn-gh,dn-gh/Q-Taxi-v3-3,4.85,7.56,2.71 -329,SRKConsulting,SRKConsulting/Taxi-v3-Y,4.85,7.56,2.71 -330,azaazato,azaazato/q-Taxi-v3-v1,4.85,7.56,2.71 -331,nhiro3303,nhiro3303/q-Taxi-v3,4.85,7.56,2.71 -332,ahjim0m0,ahjim0m0/Taxi-uncle-4-lr02-n100k-g097-v3,4.85,7.56,2.71 -333,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n100k-v3,4.85,7.56,2.71 -334,osanseviero,osanseviero/q-FrozenLake-v1-noSlippery1,4.85,7.56,2.71 -335,austinmw,austinmw/q-Taxi-v3,4.85,7.56,2.71 -336,michalcisek5,michalcisek5/q-Taxi-v3,4.85,7.56,2.71 -337,SRobbins,SRobbins/q-Taxi-v3,4.85,7.56,2.71 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-1936,xnpeng,xnpeng/Taxi-v3,4.720000000000001,7.5,2.78 -1937,carolinainmymind,carolinainmymind/Taxi-v3,4.720000000000001,7.5,2.78 -1938,pikodemo,pikodemo/q-Taxi-v3,4.720000000000001,7.5,2.78 -1939,Dharkelf,Dharkelf/Taxi-v3,4.720000000000001,7.48,2.76 -1940,OTQ,OTQ/q-Taxi-v3,4.720000000000001,7.5,2.78 -1941,Bunkerj,Bunkerj/q-Taxi-v3,4.720000000000001,7.5,2.78 -1942,RayKau,RayKau/taxi,4.720000000000001,7.5,2.78 -1943,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 +1935,xnpeng,xnpeng/Taxi-v3,4.720000000000001,7.5,2.78 +1936,RayKau,RayKau/taxi,4.720000000000001,7.5,2.78 +1937,flowerpot76,flowerpot76/q-Taxi-v3,4.720000000000001,7.48,2.76 +1938,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 +1939,carolinainmymind,carolinainmymind/Taxi-v3,4.720000000000001,7.5,2.78 +1940,bettyhxb,bettyhxb/q-Taxi-v3,4.720000000000001,7.5,2.78 +1941,danielcfho,danielcfho/q-Taxi-v3,4.720000000000001,7.5,2.78 +1942,Agog,Agog/Taxi-v3,4.720000000000001,7.5,2.78 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-1956,jrnold,jrnold/q-Taxi-v3,4.710000000000001,7.48,2.77 -1957,gguichard,gguichard/q-Taxi-v3,4.710000000000001,7.48,2.77 -1958,Adi0010,Adi0010/Taxi_rl,4.710000000000001,7.48,2.77 -1959,kekstroke,kekstroke/q-Taxi-v3,4.710000000000001,7.44,2.73 -1960,jamiet1139,jamiet1139/q-learning-taxi,4.710000000000001,7.48,2.77 -1961,yenniejun,yenniejun/q-Taxi-v3,4.710000000000001,7.48,2.77 -1962,maurya,maurya/q-Taxi-v3,4.710000000000001,7.48,2.77 -1963,DelusionalDreams,DelusionalDreams/taxi-v3,4.710000000000001,7.48,2.77 -1964,frank1991,frank1991/Taxi,4.710000000000001,7.48,2.77 -1965,bjarlestam,bjarlestam/q-Taxi-v3,4.710000000000001,7.48,2.77 -1966,chereddy,chereddy/Taxi-v3-attempt1,4.710000000000001,7.48,2.77 -1967,shovall,shovall/Taxi-v3,4.710000000000001,7.48,2.77 -1968,0xid,0xid/Taxi-v3,4.710000000000001,7.48,2.77 -1969,jonathanmutal,jonathanmutal/q-taxi-v3-v1,4.71,7.46,2.75 -1970,happycoding,happycoding/q-Taxi-v3,4.71,7.46,2.75 -1971,Abdelrahman123,Abdelrahman123/Taxi-v3,4.71,7.46,2.75 -1972,ka13001v1,ka13001v1/Taxi-v3,4.700000000000001,7.48,2.78 -1973,neurator,neurator/Taxi-v3,4.700000000000001,7.48,2.78 +1951,mtlulka,mtlulka/q-Taxi-v3,4.72,7.46,2.74 +1952,bjarlestam,bjarlestam/q-Taxi-v3,4.710000000000001,7.48,2.77 +1953,chereddy,chereddy/Taxi-v3-attempt1,4.710000000000001,7.48,2.77 +1954,DelusionalDreams,DelusionalDreams/taxi-v3,4.710000000000001,7.48,2.77 +1955,Hawk91,Hawk91/q-Taxi-v3-def,4.710000000000001,7.48,2.77 +1956,ThomasSimonini,ThomasSimonini/Lapin,4.710000000000001,7.48,2.77 +1957,shovall,shovall/Taxi-v3,4.710000000000001,7.48,2.77 +1958,jontang,jontang/taxi3-qlearning,4.710000000000001,7.48,2.77 +1959,frank1991,frank1991/Taxi,4.710000000000001,7.48,2.77 +1960,yenniejun,yenniejun/q-Taxi-v3,4.710000000000001,7.48,2.77 +1961,gguichard,gguichard/q-Taxi-v3,4.710000000000001,7.48,2.77 +1962,jrnold,jrnold/q-Taxi-v3,4.710000000000001,7.48,2.77 +1963,magnomont12,magnomont12/Taxi-v3,4.710000000000001,7.48,2.77 +1964,kekstroke,kekstroke/q-Taxi-v3,4.710000000000001,7.44,2.73 +1965,jamiet1139,jamiet1139/q-learning-taxi,4.710000000000001,7.48,2.77 +1966,maurya,maurya/q-Taxi-v3,4.710000000000001,7.48,2.77 +1967,0xid,0xid/Taxi-v3,4.710000000000001,7.48,2.77 +1968,satyrical,satyrical/slippyIce,4.710000000000001,7.44,2.73 +1969,Adi0010,Adi0010/Taxi_rl,4.710000000000001,7.48,2.77 +1970,jonathanmutal,jonathanmutal/q-taxi-v3-v1,4.71,7.46,2.75 +1971,happycoding,happycoding/q-Taxi-v3,4.71,7.46,2.75 +1972,Abdelrahman123,Abdelrahman123/Taxi-v3,4.71,7.46,2.75 +1973,imflash217,imflash217/Q-taxi-v3,4.700000000000001,7.48,2.78 1974,RanjanKiran,RanjanKiran/taxi,4.700000000000001,7.48,2.78 -1975,nsecord,nsecord/q-Taxi-v3-attempt1,4.700000000000001,7.48,2.78 -1976,imflash217,imflash217/Q-taxi-v3,4.700000000000001,7.48,2.78 -1977,Taratata,Taratata/q-Taxi-v3,4.700000000000001,7.48,2.78 -1978,alix03,alix03/q-Taxi-v3,4.700000000000001,7.48,2.78 -1979,elfray,elfray/q-Taxi-v3,4.7,7.46,2.76 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-1990,Gonalb,Gonalb/Taxi-v3,4.69,7.48,2.79 -1991,nikz,nikz/Taxi-v3,4.69,7.48,2.79 -1992,Tiru8055,Tiru8055/q-Taxi-v3,4.69,7.48,2.79 -1993,tommytran,tommytran/taxi_v3,4.69,7.36,2.67 -1994,Gueze,Gueze/taxi-v3-QLearning,4.6899999999999995,7.46,2.77 -1995,onigiriboy,onigiriboy/Taxi-v3,4.680000000000001,7.44,2.76 -1996,Mihara-bot,Mihara-bot/taxi-v3,4.680000000000001,7.44,2.76 +1985,nikz,nikz/Taxi-v3,4.69,7.48,2.79 +1986,Gonalb,Gonalb/Taxi-v3,4.69,7.48,2.79 +1987,wpbsball12,wpbsball12/q-taxi-v3-fix,4.69,7.36,2.67 +1988,hussamalafandi,hussamalafandi/q-Taxi-v3,4.69,7.48,2.79 +1989,khatkeashish,khatkeashish/q-Taxi-v3,4.69,7.44,2.75 +1990,adhityamw11,adhityamw11/Taxi-v3,4.69,7.48,2.79 +1991,Tiru8055,Tiru8055/q-Taxi-v3,4.69,7.48,2.79 +1992,tommytran,tommytran/taxi_v3,4.69,7.36,2.67 +1993,kjmann,kjmann/Taxi_qtable,4.69,7.48,2.79 +1994,dugongo,dugongo/ppo-Taxi-v3.1,4.69,7.44,2.75 +1995,Gueze,Gueze/taxi-v3-QLearning,4.6899999999999995,7.46,2.77 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-2014,SarvasvaK,SarvasvaK/Taxi-v3,4.67,7.48,2.81 -2015,ngyewkong,ngyewkong/Taxi-v3,4.67,7.48,2.81 -2016,ManarAli,ManarAli/Taxi-v3,4.67,7.44,2.77 -2017,gmojko,gmojko/Taxi-v3-default,4.67,7.46,2.79 -2018,th1s1s1t,th1s1s1t/q-Taxi-v3,4.67,7.42,2.75 -2019,dawoz,dawoz/Q-learning-Taxi-v3,4.67,7.44,2.77 -2020,AdiKompella,AdiKompella/q-Taxi-v3,4.67,7.46,2.79 -2021,maneeshb,maneeshb/Q-learning-taxi-v1-default,4.67,7.46,2.79 -2022,eryzml,eryzml/Taxi-v3-Test_1,4.67,7.26,2.59 -2023,AleksandrKashirin,AleksandrKashirin/q-Taxi-v3,4.67,7.44,2.77 -2024,joe-hug,joe-hug/Taxi-v3,4.67,7.48,2.81 -2025,malanevans,malanevans/taxi-v3-1,4.67,7.42,2.75 -2026,Rowehn,Rowehn/Taxi-v3,4.67,7.48,2.81 +1999,Mihara-bot,Mihara-bot/taxi-v3,4.680000000000001,7.44,2.76 +2000,vyas21,vyas21/q-Taxi-v3-vyas,4.68,7.46,2.78 +2001,osanseviero,osanseviero/super_taxi,4.68,7.46,2.78 +2002,doretox,doretox/taxi-v3,4.68,7.38,2.7 +2003,malamasn,malamasn/Taxi-v3-Q-learning,4.68,7.46,2.78 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