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 +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,tjscollins,tjscollins/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,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 @@ -21,2060 +21,2082 @@ 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,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 +23,orepin,orepin/q-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,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -27,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -28,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -29,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -30,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -31,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +25,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 +26,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 +27,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 +28,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 +29,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +30,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +31,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 32,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -33,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 -34,linksaiyajin,linksaiyajin/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 +33,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 +34,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 +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,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69 38,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61 -39,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63 -40,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 -41,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 -42,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 -43,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 -44,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 -45,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 -46,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 -47,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 +39,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 +40,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 +41,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 +42,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 +43,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 +44,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 +45,software-vagabond,software-vagabond/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,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72 49,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72 50,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72 51,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747 -52,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63 -53,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63 -54,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63 -55,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63 -56,Ashley1902,Ashley1902/taxi-v3-v1-16012023,4.85,7.56,2.71 -57,offlinehq,offlinehq/q-Taxi-v3,4.85,7.56,2.71 -58,bjarlestam,bjarlestam/q-Taxi-v3-2,4.85,7.56,2.71 -59,VijaiKM,VijaiKM/Taxi-v3,4.85,7.56,2.71 -60,philipladuca,philipladuca/RL-unit2-taxi,4.85,7.54,2.69 -61,ungheele,ungheele/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -62,Felipe474,Felipe474/q-Taxi-v3,4.85,7.56,2.71 -63,ungheele,ungheele/Taxi-v3,4.85,7.56,2.71 -64,justinsiow,justinsiow/q-Taxi-v3-v2,4.85,7.56,2.71 -65,morganjeffries,morganjeffries/Taxi-v3,4.85,7.56,2.71 -66,maidh,maidh/q-Taxi-v3,4.85,7.56,2.71 -67,stevbach,stevbach/Taxi-v3-p1,4.85,7.56,2.71 -68,Senura,Senura/senura-taxi,4.85,7.56,2.71 -69,harisumant,harisumant/Taxi-v3,4.85,7.56,2.71 -70,Gumibit,Gumibit/q-Taxi-v3_ex1,4.85,7.56,2.71 -71,pseudo2010,pseudo2010/Taki_v3RL,4.85,7.56,2.71 -72,newwater,newwater/q-taxi-v3,4.85,7.56,2.71 -73,SaathvikD,SaathvikD/q-Taxi-v3,4.85,7.56,2.71 -74,ARandomFrenchDev,ARandomFrenchDev/q-Taxi-v3-500x6,4.85,7.56,2.71 -75,tvnguyen,tvnguyen/q-Taxi-v3,4.85,7.56,2.71 -76,allie21,allie21/q-Taxi-v3,4.85,7.56,2.71 -77,pseudo2010,pseudo2010/Taki_v3RL2,4.85,7.56,2.71 -78,victorjmarin,victorjmarin/q-Taxi-v3,4.85,7.56,2.71 -79,CitizenDick,CitizenDick/q-FrozenLake-v3-001,4.85,7.56,2.71 -80,csd7,csd7/q-Taxi-v3,4.85,7.56,2.71 -81,stelladk,stelladk/Q-Taxi-v3,4.85,7.54,2.69 -82,gnieto,gnieto/q-DRL_unit2_taxi,4.85,7.56,2.71 -83,neatbullshit,neatbullshit/q-Taxi-v3,4.85,7.56,2.71 -84,ItchyB,ItchyB/ItchBy-Taxi-v3,4.85,7.56,2.71 -85,eolang,eolang/DRL-Taxi-v3,4.85,7.56,2.71 -86,tim-binding,tim-binding/Taxi-v3,4.85,7.56,2.71 -87,RandenBanuelos,RandenBanuelos/q-Taxi-v3,4.85,7.56,2.71 -88,JustinReboullot,JustinReboullot/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -89,kyeongpil,kyeongpil/Taxi-v3,4.85,7.56,2.71 -90,infatum,infatum/q-Taxi-v3,4.85,7.56,2.71 -91,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71 -92,jennielees,jennielees/q-Taxi-v3-basic,4.85,7.56,2.71 -93,pabloac31,pabloac31/q-Taxi-v3,4.85,7.56,2.71 -94,joseph-supples,joseph-supples/taxiv3-QTable,4.85,7.56,2.71 -95,ahmad-alismail,ahmad-alismail/rl-taxi-v3,4.85,7.56,2.71 -96,thomas2112,thomas2112/Q-taxi-v3,4.85,7.56,2.71 -97,zhuqi,zhuqi/q-Taxi-v3,4.85,7.56,2.71 -98,babakc,babakc/taxi-v1,4.85,7.56,2.71 -99,cyclonetrue,cyclonetrue/Taxi-v3-model,4.85,7.56,2.71 -100,MaviBogaz,MaviBogaz/Unit2_2,4.85,7.56,2.71 -101,Permanganat,Permanganat/Taxi_rf,4.85,7.56,2.71 -102,mirodil,mirodil/q-Taxi-v3,4.85,7.56,2.71 -103,bsenst,bsenst/qtable-Taxi-v3,4.85,7.56,2.71 -104,ashrek,ashrek/Taxi-v3-qlearn,4.85,7.56,2.71 -105,Skanderbeg,Skanderbeg/Taxi-v3,4.85,7.56,2.71 -106,billray110,billray110/q-Taxi-v3,4.85,7.56,2.71 -107,superustc,superustc/taxi,4.85,7.56,2.71 -108,RanaOmar,RanaOmar/Taxi-v3,4.85,7.56,2.71 -109,dsupa,dsupa/unit2-taxi,4.85,7.52,2.67 -110,stevaras2,stevaras2/q-Taxi-v3,4.85,7.56,2.71 -111,Sudomannen,Sudomannen/q-Taxi-v3,4.85,7.56,2.71 -112,pelinbalci,pelinbalci/Taxi-v3_v2,4.85,7.56,2.71 -113,bdrighes,bdrighes/Taxi-v3,4.85,7.56,2.71 -114,Horken,Horken/q_taxi_v2,4.85,7.56,2.71 -115,jrreda,jrreda/rl_02_Taxi-v3_Qtable,4.85,7.56,2.71 -116,Sera47,Sera47/Taxi-v3_Qlearning,4.85,7.56,2.71 -117,astein0,astein0/q-Taxi-v1,4.85,7.56,2.71 -118,pelinbalci,pelinbalci/Taxi-v3,4.85,7.56,2.71 -119,manexpa,manexpa/RLcourse-Taxi-v3,4.85,7.56,2.71 -120,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v2,4.85,7.56,2.71 -121,matank,matank/Taxi-v3,4.85,7.56,2.71 -122,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v1,4.85,7.56,2.71 -123,ShadeEngine,ShadeEngine/q-Taxi-v3,4.85,7.56,2.71 -124,arenbeglaryan,arenbeglaryan/Taxi-v3,4.85,7.56,2.71 -125,SinusCosinus,SinusCosinus/q-Taxi-v3,4.85,7.56,2.71 -126,dhmeltzer,dhmeltzer/q-Taxi-v3-25_5_4,4.85,7.56,2.71 -127,gaarsmu,gaarsmu/Taxi-v3_125k,4.85,7.56,2.71 -128,haanjack,haanjack/q-Taxi-v3,4.85,7.56,2.71 -129,mallycrip,mallycrip/taxi-v3-2,4.85,7.56,2.71 -130,bhalll,bhalll/q-Taxi-v3,4.85,7.56,2.71 -131,eldraco,eldraco/Taxi-v3,4.85,7.56,2.71 -132,sonny-dev,sonny-dev/taxi,4.85,7.56,2.71 -133,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71 -134,kvothe,kvothe/taxi-v3-qlearning,4.85,7.56,2.71 -135,manuelmaiorano,manuelmaiorano/taxi-v3,4.85,7.54,2.69 -136,Zaleks,Zaleks/q-Taxi-v3,4.85,7.56,2.71 -137,dn-gh,dn-gh/Q-Taxi-v3-4,4.85,7.56,2.71 -138,dn-gh,dn-gh/Q-Taxi-v3-3,4.85,7.56,2.71 -139,dn-gh,dn-gh/Q-Taxi-v3-2,4.85,7.56,2.71 -140,miki030,miki030/Taxi-v3,4.85,7.56,2.71 -141,iammartian0,iammartian0/taxi_v3_415,4.85,7.56,2.71 -142,robinsk8a,robinsk8a/Taxi-v3,4.85,7.56,2.71 -143,koosangjun,koosangjun/q-Taxi-v3,4.85,7.56,2.71 -144,HolySaint,HolySaint/Taxi-v3,4.85,7.56,2.71 -145,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -146,TerryYH,TerryYH/Taxi-v3,4.85,7.54,2.69 -147,Hatman,Hatman/Taxi-v3,4.85,7.56,2.71 -148,iammartian0,iammartian0/taxi_v3_416,4.85,7.56,2.71 -149,Iggg0r,Iggg0r/Taxi-v3-QLearning,4.85,7.56,2.71 -150,bnowak1831,bnowak1831/q-taxi-v3,4.85,7.56,2.71 -151,Larxel,Larxel/q-Taxi-v3,4.85,7.56,2.71 -152,KoRiF,KoRiF/q-Taxi-v3,4.85,7.54,2.69 -153,rovenr12,rovenr12/qlearning-Taxi-v3,4.85,7.56,2.71 -154,ImeneT,ImeneT/Taxi-v3,4.85,7.56,2.71 -155,Kenemo,Kenemo/q-learning-taxi-v3,4.85,7.56,2.71 -156,songyizhao,songyizhao/q-taxi-v3,4.85,7.52,2.67 -157,lio,lio/Taxi,4.85,7.56,2.71 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-1597,elhamagk,elhamagk/taxiDriver,4.789999999999999,7.52,2.73 -1598,bao0584,bao0584/Taxi_v3,4.789999999999999,7.52,2.73 -1599,Retrial9842,Retrial9842/Taxi-v3,4.789999999999999,7.52,2.73 -1600,Valentincthrn,Valentincthrn/Taxiv3,4.789999999999999,7.52,2.73 -1601,Krawcts,Krawcts/Taxi-v3,4.789999999999999,7.52,2.73 -1602,anamhira,anamhira/q-Taxi-v3,4.789999999999999,7.52,2.73 -1603,dylwil3,dylwil3/q-Taxi-v3,4.789999999999999,7.52,2.73 -1604,HayLahav,HayLahav/Taxi-v3,4.789999999999999,7.52,2.73 -1605,Soulaimene1,Soulaimene1/q-Taxi-v3,4.789999999999999,7.52,2.73 -1606,frangiral,frangiral/Taxi-v3-Try1,4.789999999999999,7.52,2.73 -1607,yatsy,yatsy/q-Taxi-v3,4.789999999999999,7.52,2.73 -1608,nikgeo,nikgeo/Taxi-v3_first_model,4.789999999999999,7.52,2.73 -1609,rpant,rpant/q-Taxi-v3,4.789999999999999,7.52,2.73 -1610,aj555,aj555/unit-2-taxi-v3-1,4.789999999999999,7.52,2.73 -1611,Christian90,Christian90/Taxi-v3,4.789999999999999,7.52,2.73 -1612,Ye27,Ye27/q-Taxi-v3,4.789999999999999,7.52,2.73 -1613,PecanPi,PecanPi/q-taxi-v3,4.789999999999999,7.52,2.73 -1614,jmurphy97,jmurphy97/q-Taxi-v3,4.789999999999999,7.52,2.73 -1615,cyrodw,cyrodw/q-Taxi-v3,4.789999999999999,7.52,2.73 -1616,brahamdp,brahamdp/q-Taxi-v3,4.789999999999999,7.52,2.73 -1617,Frorozcol,Frorozcol/Taxi-v3,4.789999999999999,7.52,2.73 -1618,saikiranp,saikiranp/taxi-v3-0,4.789999999999999,7.52,2.73 -1619,hfxmao,hfxmao/q-Taxi-v3,4.789999999999999,7.52,2.73 -1620,andge,andge/q-Taxi-v3,4.789999999999999,7.52,2.73 -1621,dungtd2403,dungtd2403/q-Taxi-v3,4.789999999999999,7.52,2.73 -1622,juanfkurucz,juanfkurucz/Taxi-v3,4.789999999999999,7.52,2.73 -1623,phonenix,phonenix/phonenix-taxi-v3,4.789999999999999,7.52,2.73 -1624,Saladchin,Saladchin/Taxi-v3,4.789999999999999,7.52,2.73 -1625,azaazato,azaazato/q-Taxi-v3,4.789999999999999,7.52,2.73 -1626,KINGeorge2000,KINGeorge2000/lilTAXI,4.789999999999999,7.52,2.73 -1627,amannlp,amannlp/Taxi-v3,4.789999999999999,7.52,2.73 -1628,jaybeeja,jaybeeja/q-Taxi-v3,4.789999999999999,7.52,2.73 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-1836,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 -1837,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -1838,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -1839,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76 -1840,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 -1841,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -1842,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -1843,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -1844,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -1845,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -1846,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 -1847,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 -1848,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 -1849,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -1850,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -1851,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 -1852,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76 -1853,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -1854,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 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1870,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 -1871,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 -1872,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -1873,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -1874,mdround,mdround/q-Taxi-v3,4.73,7.5,2.77 -1875,bastienm,bastienm/Taxi-v3,4.73,7.44,2.71 -1876,Nasree,Nasree/q-Taxi-3,4.73,7.5,2.77 -1877,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73 -1878,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71 -1879,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73 -1880,dmortell,dmortell/taxi-v3,4.73,7.48,2.75 -1881,RohithKumar,RohithKumar/Q1-Taxi,4.73,7.46,2.73 -1882,debin,debin/Taxi-v3,4.73,7.48,2.75 -1883,ytung,ytung/q-Taxi-v3,4.73,7.44,2.71 -1884,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75 -1885,cmenasse,cmenasse/q-Taxi-v3,4.73,7.42,2.69 -1886,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75 -1887,matt-guay,matt-guay/q-Taxi-v3,4.73,7.44,2.71 -1888,jame7700,jame7700/Taxi,4.73,7.48,2.75 -1889,kujaomega,kujaomega/q-Taxi-v3,4.73,7.5,2.77 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-1907,bettyhxb,bettyhxb/q-Taxi-v3,4.720000000000001,7.5,2.78 -1908,danielcfho,danielcfho/q-Taxi-v3,4.720000000000001,7.5,2.78 -1909,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 -1910,flowerpot76,flowerpot76/q-Taxi-v3,4.720000000000001,7.48,2.76 -1911,Daehoon,Daehoon/Taxi-v3,4.72,7.46,2.74 -1912,mtlulka,mtlulka/q-Taxi-v3,4.72,7.46,2.74 -1913,rlanday,rlanday/q-Taxi-v3,4.72,7.46,2.74 -1914,personnel,personnel/taxi-v3,4.72,7.46,2.74 -1915,kraken2404,kraken2404/qtable-Taxi-v3_2,4.72,7.46,2.74 -1916,AxlDM124,AxlDM124/Taxi-v3,4.72,7.46,2.74 -1917,magnomont12,magnomont12/Taxi-v3,4.710000000000001,7.48,2.77 -1918,shovall,shovall/Taxi-v3,4.710000000000001,7.48,2.77 -1919,Hawk91,Hawk91/q-Taxi-v3-def,4.710000000000001,7.48,2.77 -1920,0xid,0xid/Taxi-v3,4.710000000000001,7.48,2.77 -1921,jontang,jontang/taxi3-qlearning,4.710000000000001,7.48,2.77 -1922,ThomasSimonini,ThomasSimonini/Lapin,4.710000000000001,7.48,2.77 -1923,Adi0010,Adi0010/Taxi_rl,4.710000000000001,7.48,2.77 -1924,kekstroke,kekstroke/q-Taxi-v3,4.710000000000001,7.44,2.73 -1925,yenniejun,yenniejun/q-Taxi-v3,4.710000000000001,7.48,2.77 -1926,maurya,maurya/q-Taxi-v3,4.710000000000001,7.48,2.77 -1927,satyrical,satyrical/slippyIce,4.710000000000001,7.44,2.73 -1928,frank1991,frank1991/Taxi,4.710000000000001,7.48,2.77 -1929,bjarlestam,bjarlestam/q-Taxi-v3,4.710000000000001,7.48,2.77 -1930,jamiet1139,jamiet1139/q-learning-taxi,4.710000000000001,7.48,2.77 -1931,jrnold,jrnold/q-Taxi-v3,4.710000000000001,7.48,2.77 -1932,DelusionalDreams,DelusionalDreams/taxi-v3,4.710000000000001,7.48,2.77 -1933,gguichard,gguichard/q-Taxi-v3,4.710000000000001,7.48,2.77 -1934,jonathanmutal,jonathanmutal/q-taxi-v3-v1,4.71,7.46,2.75 -1935,happycoding,happycoding/q-Taxi-v3,4.71,7.46,2.75 -1936,Abdelrahman123,Abdelrahman123/Taxi-v3,4.71,7.46,2.75 -1937,imflash217,imflash217/Q-taxi-v3,4.700000000000001,7.48,2.78 -1938,neurator,neurator/Taxi-v3,4.700000000000001,7.48,2.78 -1939,nsecord,nsecord/q-Taxi-v3-attempt1,4.700000000000001,7.48,2.78 -1940,RanjanKiran,RanjanKiran/taxi,4.700000000000001,7.48,2.78 -1941,alix03,alix03/q-Taxi-v3,4.700000000000001,7.48,2.78 -1942,Taratata,Taratata/q-Taxi-v3,4.700000000000001,7.48,2.78 -1943,Dae314,Dae314/q-Taxi-v3,4.7,7.46,2.76 -1944,elfray,elfray/q-Taxi-v3,4.7,7.46,2.76 -1945,phyous,phyous/q-Taxi-v3,4.7,7.44,2.74 -1946,mfidabel,mfidabel/q-Taxi-v3-baseline,4.699999999999999,7.42,2.72 -1947,tommytran,tommytran/taxi_v3,4.69,7.36,2.67 -1948,dugongo,dugongo/ppo-Taxi-v3.1,4.69,7.44,2.75 -1949,kjmann,kjmann/Taxi_qtable,4.69,7.48,2.79 -1950,hussamalafandi,hussamalafandi/q-Taxi-v3,4.69,7.48,2.79 -1951,nikz,nikz/Taxi-v3,4.69,7.48,2.79 -1952,Gonalb,Gonalb/Taxi-v3,4.69,7.48,2.79 -1953,britojr,britojr/Taxi-v3,4.69,7.48,2.79 -1954,wpbsball12,wpbsball12/q-taxi-v3-fix,4.69,7.36,2.67 -1955,Tiru8055,Tiru8055/q-Taxi-v3,4.69,7.48,2.79 -1956,adhityamw11,adhityamw11/Taxi-v3,4.69,7.48,2.79 -1957,khatkeashish,khatkeashish/q-Taxi-v3,4.69,7.44,2.75 -1958,Gueze,Gueze/taxi-v3-QLearning,4.6899999999999995,7.46,2.77 -1959,Mihara-bot,Mihara-bot/taxi-v3,4.680000000000001,7.44,2.76 -1960,AntiSquid,AntiSquid/q-Taxi-v3,4.680000000000001,7.48,2.8 -1961,onigiriboy,onigiriboy/Taxi-v3,4.680000000000001,7.44,2.76 -1962,iamjk,iamjk/Taxi-v3-unit2,4.680000000000001,7.48,2.8 -1963,hanq0212,hanq0212/RL_course_unit1_part2,4.68,7.46,2.78 -1964,GrimReaperSam,GrimReaperSam/q-Taxi-v3,4.68,7.46,2.78 -1965,Maulik-P,Maulik-P/Taxi-V3,4.68,7.46,2.78 -1966,vyas21,vyas21/q-Taxi-v3-vyas,4.68,7.46,2.78 -1967,doretox,doretox/taxi-v3,4.68,7.38,2.7 -1968,rahul-t-p,rahul-t-p/q-Taxi-v3,4.68,7.46,2.78 -1969,lunnan,lunnan/q-Taxi-v3,4.68,7.46,2.78 -1970,malamasn,malamasn/Taxi-v3-Q-learning,4.68,7.46,2.78 -1971,osanseviero,osanseviero/super_taxi,4.68,7.46,2.78 -1972,dasaprakashk,dasaprakashk/Taxi-v3,4.68,7.46,2.78 -1973,vikidance01,vikidance01/taxi-v3,4.68,7.46,2.78 -1974,james0248,james0248/taxi-v3-model-v1,4.68,7.38,2.7 -1975,AdiKompella,AdiKompella/q-Taxi-v3,4.67,7.46,2.79 -1976,erniechiew,erniechiew/Taxi-v3,4.67,7.4,2.73 -1977,Junfeng,Junfeng/q-Taxi-v3,4.67,7.44,2.77 -1978,SarvasvaK,SarvasvaK/Taxi-v3,4.67,7.48,2.81 -1979,gmojko,gmojko/Taxi-v3-default,4.67,7.46,2.79 -1980,th1s1s1t,th1s1s1t/q-Taxi-v3,4.67,7.42,2.75 -1981,naeisher,naeisher/q-Taxi-v3,4.67,7.4,2.73 -1982,erosendo,erosendo/trained-Taxi-v3,4.67,7.46,2.79 -1983,malanevans,malanevans/taxi-v3-1,4.67,7.42,2.75 -1984,yogeshkulkarni,yogeshkulkarni/q-Taxi-v3,4.67,7.48,2.81 -1985,dawoz,dawoz/Q-learning-Taxi-v3,4.67,7.44,2.77 -1986,xaeroq,xaeroq/q-Taxi-v3,4.67,7.42,2.75 -1987,eryzml,eryzml/Taxi-v3-Test_1,4.67,7.26,2.59 -1988,eaboussouan,eaboussouan/unit2,4.67,7.26,2.59 -1989,ngyewkong,ngyewkong/Taxi-v3,4.67,7.48,2.81 -1990,AleksandrKashirin,AleksandrKashirin/q-Taxi-v3,4.67,7.44,2.77 -1991,robsoneng,robsoneng/q-Taxi-v3,4.67,7.44,2.77 -1992,joe-hug,joe-hug/Taxi-v3,4.67,7.48,2.81 -1993,elliotb,elliotb/taxi,4.67,7.48,2.81 -1994,Rowehn,Rowehn/Taxi-v3,4.67,7.48,2.81 -1995,ManarAli,ManarAli/Taxi-v3,4.67,7.44,2.77 -1996,Fer14,Fer14/Taxi-v3,4.66,7.44,2.78 -1997,pcapp,pcapp/Taxi-v3,4.66,7.48,2.82 -1998,yizhangliu,yizhangliu/q-Taxi-v3,4.66,7.44,2.78 -1999,akanametov,akanametov/q-Taxi-v3,4.66,7.48,2.82 -2000,danluo96,danluo96/q-Taxi-v3,4.66,7.46,2.8 -2001,patilrohan94,patilrohan94/q-Taxi-v3-v1,4.65,7.46,2.81 -2002,n3rd0,n3rd0/Taxi-v3,4.65,7.46,2.81 -2003,lnros,lnros/q-Taxi-v3,4.65,7.46,2.81 -2004,ummagumm-a,ummagumm-a/q-learning-taxi,4.65,7.46,2.81 -2005,mallycrip,mallycrip/taxi-v3-1,4.65,7.44,2.79 -2006,RYOBEAR,RYOBEAR/Taxi-v3,4.65,7.46,2.81 -2007,erebusnorms,erebusnorms/q-Taxi-v3,4.65,7.42,2.77 -2008,jmcneves,jmcneves/q-Taxi-v3,4.640000000000001,7.36,2.72 -2009,irenekar,irenekar/taxiv3,4.640000000000001,7.4,2.76 -2010,GoldfieldGeek,GoldfieldGeek/Taxi-v3,4.640000000000001,7.42,2.78 -2011,ChrisOfLondon,ChrisOfLondon/taxi,4.640000000000001,7.44,2.8 -2012,darthrevenge,darthrevenge/q-Taxi-v3,4.640000000000001,7.42,2.78 -2013,Uswa04,Uswa04/taxiv1,4.640000000000001,7.46,2.82 -2014,douglch,douglch/q-learning_taxi_v3,4.640000000000001,7.24,2.6 -2015,jason1i,jason1i/q-Taxi-v3,4.640000000000001,7.42,2.78 -2016,Arindam75,Arindam75/q-Taxi-v3,4.640000000000001,7.42,2.78 -2017,Avval,Avval/Taxi,4.630000000000001,7.36,2.73 -2018,HippyHoppity,HippyHoppity/q-Taxi-v3,4.630000000000001,7.44,2.81 -2019,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-explore,4.63,7.46,2.83 -2020,Schoolar,Schoolar/Taxi-v3,4.63,7.42,2.79 -2021,DoctorRobotnik,DoctorRobotnik/q-taxi-v3,4.63,7.46,2.83 -2022,besa2001,besa2001/Taxi-v3,4.63,7.46,2.83 -2023,gstaff,gstaff/q-Taxi-v3,4.63,7.42,2.79 -2024,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-test2,4.63,7.46,2.83 -2025,alyssamarieloo,alyssamarieloo/rlcourse-Taxi-v3,4.63,7.46,2.83 -2026,giobin,giobin/taxi-v3-v0,4.620000000000001,7.44,2.82 -2027,bantou41,bantou41/taxi-v3,4.620000000000001,7.44,2.82 -2028,sheryliza,sheryliza/Taxi-v3,4.62,7.32,2.7 -2029,eduiqe,eduiqe/taxi-v3,4.62,7.46,2.84 -2030,drorlederman,drorlederman/Taxi-v3,4.62,7.42,2.8 -2031,AngelUrq,AngelUrq/q-Taxi-v3,4.61,7.4,2.79 -2032,Aitor,Aitor/Taxi-v3,4.61,7.4,2.79 -2033,zyoscovits,zyoscovits/Taxi-v3,4.609999999999999,7.46,2.85 -2034,zezafa,zezafa/q-Taxi-v3,4.609999999999999,7.38,2.77 -2035,kasseev,kasseev/taxiv3,4.6000000000000005,7.44,2.84 -2036,UtopiansRareTruth,UtopiansRareTruth/q-Taxi-v3,4.59,7.42,2.83 -2037,Nyavol,Nyavol/q-Taxi-v3,4.59,7.42,2.83 -2038,FranEnguix,FranEnguix/HFRLu2_Taxi3Env,4.59,7.4,2.81 -2039,ArtYac,ArtYac/q-Taxi-v3,4.58,7.38,2.8 -2040,caioiglesias,caioiglesias/taxi-v3,4.57,7.42,2.85 -2041,alirezashr,alirezashr/Taxi_v3,4.5600000000000005,7.4,2.84 -2042,alibov,alibov/q-taxi-v3,4.550000000000001,7.4,2.85 -2043,lienK3,lienK3/Taxi-v3,4.55,7.34,2.79 -2044,utyug1,utyug1/q-Taxi-v3,4.54,7.38,2.84 -2045,Cyber-Machine,Cyber-Machine/Taxi-v3-basic,4.53,7.36,2.83 -2046,andyleow,andyleow/q-Taxi-v3,4.529999999999999,7.38,2.85 -2047,Ktang2k,Ktang2k/Taxi-v3,4.529999999999999,7.38,2.85 -2048,Paul123321,Paul123321/Taxi-v3,4.48,7.34,2.86 -2049,Ibnout,Ibnout/Taxi-v3,4.47,7.14,2.67 -2050,MarshallPF,MarshallPF/q-Taxi-v3-model,4.449999999999999,7.34,2.89 -2051,sofiapecora,sofiapecora/q-Taxi-v3,4.449999999999999,7.3,2.85 -2052,ggiux,ggiux/Taxi-v3,4.4399999999999995,7.34,2.9 -2053,jacobthebanana,jacobthebanana/q-Taxi-v3,4.43,7.32,2.89 -2054,Graylien,Graylien/autonomous-taxi,4.43,7.32,2.89 -2055,augustogeog,augustogeog/q-Taxi-v3,4.43,7.32,2.89 -2056,hungchiayu,hungchiayu/Taxi-v3,4.43,7.32,2.89 -2057,chenmertens,chenmertens/Taxi-v3_DQL,4.25,7.18,2.93 -2058,razvan-matisan,razvan-matisan/q-Taxi-v3,4.1499999999999995,7.14,2.99 -2059,MJC-1,MJC-1/Q-learning-Taxi-v3,0.0,-1000.0,-1000.0 -2060,esh,esh/q-Taxi-v3,0.0,0.0,0.0 -2061,Clubbing1318,Clubbing1318/q-Taxi-v3,0.0,0.0,0.0 -2062,DenisKochetov,DenisKochetov/q-Taxi-v3_3,-2.0,-2.0,0.0 -2063,bzncrsrtc,bzncrsrtc/Taxi-v3,-11.120000000000001,-7.07,4.05 -2064,deutschmann,deutschmann/q-Taxi-v3,-50.440000000000005,-10.17,40.27 -2065,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-test1,-50.5,-10.26,40.24 -2066,ahjim0m0,ahjim0m0/Taxi-uncle-1-v3,-99.0,-99.0,0.0 -2067,ahjim0m0,ahjim0m0/Taxi-uncle-2-lr02-n60k-v3,-99.0,-99.0,0.0 -2068,Utkarsh-Verma,Utkarsh-Verma/q-Taxi-v3,-99.0,-99.0,0.0 -2069,vincentbonnet,vincentbonnet/q-Taxi-v3,-99.0,-99.0,0.0 -2070,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-special,-99.0,-99.0,0.0 -2071,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n30k-v3,-99.0,-99.0,0.0 -2072,matolszew,matolszew/q-Taxi-v3-default,-118.91,-92.27,26.64 -2073,79man,79man/q-Taxi-v3,-118.91,-92.27,26.64 -2074,Gnoblit,Gnoblit/Taxi-v3,-118.91,-92.27,26.64 -2075,pseudo2010,pseudo2010/Taxiv3-RL,-118.91,-92.27,26.64 -2076,RagnaChris,RagnaChris/Taxi-V3,-118.91,-92.27,26.64 -2077,kennethgoodman,kennethgoodman/ppo-Taxi-v3,-200.0,-200.0,0.0 -2078,huam,huam/dqn-Taxi-v3,-200.0,-200.0,0.0 -2079,0xkrm,0xkrm/q-Taxi-v3,-312.17,-102.93,209.24 +1871,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 +1872,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 +1873,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 +1874,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 +1875,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 +1876,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 +1877,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 +1878,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74 +1879,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74 +1880,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 +1881,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 +1882,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 +1883,jontromanab,jontromanab/taxi,4.74,7.5,2.76 +1884,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 +1885,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 +1886,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 +1887,chradden,chradden/Taxi-v3,4.74,7.5,2.76 +1888,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 +1889,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 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