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,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 -3,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0 -4,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0 +1,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 +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-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,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 -14,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 +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,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 @@ -23,2326 +23,2327 @@ 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,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62 -26,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -27,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -28,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 -29,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62 -30,samzoozi,samzoozi/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,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 -33,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -34,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -35,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 -36,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 -37,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -38,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -39,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -40,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61 +25,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62 +26,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62 +27,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 +28,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 +29,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 +30,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 +31,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +32,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 +33,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +34,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 +35,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62 +36,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 +37,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 +38,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 +39,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 +40,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69 41,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69 -42,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69 +42,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61 43,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59 44,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61 -45,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63 -46,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 -47,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 -48,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 -49,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 -50,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 +45,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63 +46,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63 +47,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59 +48,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 +49,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63 +50,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63 51,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63 -52,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63 -53,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 -54,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63 +52,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63 +53,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63 +54,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63 55,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72 56,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72 57,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72 58,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747 -59,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63 -60,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63 -61,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63 -62,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63 -63,vovikdrg,vovikdrg/taxi-rl,4.85,7.56,2.71 -64,Ehsan-Tavan,Ehsan-Tavan/Taxi-v3,4.85,7.56,2.71 -65,joseph-supples,joseph-supples/taxiv3-QTable,4.85,7.56,2.71 -66,Bailey24,Bailey24/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -67,JustinReboullot,JustinReboullot/q-Taxi-v3,4.85,7.56,2.71 -68,chenoi,chenoi/deepRL2,4.85,7.56,2.71 -69,tvnguyen,tvnguyen/q-Taxi-v3,4.85,7.56,2.71 -70,feng5520,feng5520/Taxi-v3,4.85,7.56,2.71 -71,Larxel,Larxel/q-Taxi-v3,4.85,7.56,2.71 -72,dn-gh,dn-gh/Q-Taxi-v3-3,4.85,7.56,2.71 -73,dn-gh,dn-gh/Q-Taxi-v3-4,4.85,7.56,2.71 -74,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71 -75,koosangjun,koosangjun/q-Taxi-v3,4.85,7.56,2.71 -76,robinsk8a,robinsk8a/Taxi-v3,4.85,7.56,2.71 -77,dn-gh,dn-gh/Q-Taxi-v3-2,4.85,7.56,2.71 -78,mallycrip,mallycrip/taxi-v3-2,4.85,7.56,2.71 -79,infatum,infatum/q-Taxi-v3,4.85,7.56,2.71 -80,maidh,maidh/q-Taxi-v3,4.85,7.56,2.71 -81,justinsiow,justinsiow/q-Taxi-v3-v2,4.85,7.56,2.71 -82,ajitgupta,ajitgupta/q-Taxi-v3,4.85,7.56,2.71 -83,xnpeng,xnpeng/q-Taxi-v3,4.85,7.56,2.71 -84,Yanrds,Yanrds/q-Taxi-v3,4.85,7.56,2.71 -85,checkRaiseOnCloud,checkRaiseOnCloud/q-taxi,4.85,7.56,2.71 -86,anilkumar2444,anilkumar2444/q-taxi-v3-v1,4.85,7.56,2.71 -87,Issacwong,Issacwong/q-Taxi-v3,4.85,7.56,2.71 -88,sarahpuspdew,sarahpuspdew/DeepRLCourse_Unit2-q-Taxi-v3,4.85,7.56,2.71 -89,vldnechai,vldnechai/q-taxi-v3,4.85,7.56,2.71 -90,Eselroth,Eselroth/CrazyTaxi,4.85,7.56,2.71 -91,dsupa,dsupa/unit2-taxi,4.85,7.52,2.67 -92,Apocalypse-19,Apocalypse-19/q-Taxi-v3-2,4.85,7.56,2.71 -93,Apocalypse-19,Apocalypse-19/q-Taxi-v3,4.85,7.56,2.71 -94,zoltantensorfow,zoltantensorfow/q-Taxi-v3,4.85,7.56,2.71 -95,AMI0x,AMI0x/q-Taxi-v3,4.85,7.56,2.71 -96,jkorstad,jkorstad/Taxi-JPK-v3,4.85,7.56,2.71 -97,rovenr12,rovenr12/qlearning-Taxi-v3,4.85,7.56,2.71 -98,ImeneT,ImeneT/Taxi-v3,4.85,7.56,2.71 -99,Kenemo,Kenemo/q-learning-taxi-v3,4.85,7.56,2.71 -100,jamesup,jamesup/Taxi-v3,4.85,7.56,2.71 -101,Luksal,Luksal/q-Taxi-v3,4.85,7.56,2.71 -102,superustc,superustc/taxi,4.85,7.56,2.71 -103,spolisar,spolisar/q-Taxi-v3,4.85,7.56,2.71 -104,bestemoon,bestemoon/q-Taxi-v3,4.85,7.56,2.71 -105,TahsinZaman,TahsinZaman/q-Taxi-v3,4.85,7.56,2.71 -106,pablomaya,pablomaya/Taxiv3,4.85,7.54,2.69 -107,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v1,4.85,7.56,2.71 -108,arenbeglaryan,arenbeglaryan/Taxi-v3,4.85,7.56,2.71 -109,SinusCosinus,SinusCosinus/q-Taxi-v3,4.85,7.56,2.71 -110,ItchyB,ItchyB/ItchBy-Taxi-v3,4.85,7.56,2.71 -111,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v2,4.85,7.56,2.71 -112,JustinReboullot,JustinReboullot/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -113,jennielees,jennielees/q-Taxi-v3-basic,4.85,7.56,2.71 -114,thomas2112,thomas2112/Q-taxi-v3,4.85,7.56,2.71 -115,dhmeltzer,dhmeltzer/q-Taxi-v3-25_5_4,4.85,7.56,2.71 -116,gaarsmu,gaarsmu/Taxi-v3_125k,4.85,7.56,2.71 -117,haanjack,haanjack/q-Taxi-v3,4.85,7.56,2.71 -118,eldraco,eldraco/Taxi-v3,4.85,7.56,2.71 -119,bnowak1831,bnowak1831/q-taxi-v3,4.85,7.56,2.71 -120,antoooooine,antoooooine/Q-Taxi-v3,4.85,7.56,2.71 -121,aliciatay,aliciatay/qtaxi,4.85,7.56,2.71 -122,RandenBanuelos,RandenBanuelos/q-Taxi-v3,4.85,7.56,2.71 -123,PhilSad,PhilSad/q-taxi-v3,4.85,7.56,2.71 -124,arbts,arbts/taxi-v3-initial,4.85,7.56,2.71 -125,JaviBJ,JaviBJ/q-Taxi-v3,4.85,7.52,2.67 -126,madoe001,madoe001/Taxi-v3,4.85,7.52,2.67 -127,Zaleks,Zaleks/q-Taxi-v3,4.85,7.56,2.71 -128,manuelmaiorano,manuelmaiorano/taxi-v3,4.85,7.54,2.69 -129,kvothe,kvothe/taxi-v3-qlearning,4.85,7.56,2.71 -130,bdrighes,bdrighes/Taxi-v3,4.85,7.56,2.71 -131,astein0,astein0/q-Taxi-v1,4.85,7.56,2.71 -132,FnSK4R17s,FnSK4R17s/Taxi-v3,4.85,7.56,2.71 -133,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -134,Hatman,Hatman/Taxi-v3,4.85,7.56,2.71 -135,iammartian0,iammartian0/taxi_v3_416,4.85,7.56,2.71 -136,iammartian0,iammartian0/taxi_v3_415,4.85,7.56,2.71 -137,bhalll,bhalll/q-Taxi-v3,4.85,7.56,2.71 -138,jerka,jerka/taxi_v3,4.85,7.56,2.71 -139,Bandika,Bandika/QTaxiV3,4.85,7.56,2.71 -140,Hristo,Hristo/default_settings_taxi,4.85,7.56,2.71 -141,zhuohao,zhuohao/Taxi-v3,4.85,7.56,2.71 -142,manexpa,manexpa/RLcourse-Taxi-v3,4.85,7.56,2.71 -143,Ransaka,Ransaka/q-Taxi-v3,4.85,7.56,2.71 -144,Forkits,Forkits/Taxi-v3v2,4.85,7.56,2.71 -145,lowrollr,lowrollr/Taxi-v3-QLearning,4.85,7.56,2.71 -146,mrigendraagrawal,mrigendraagrawal/taxi-RL,4.85,7.56,2.71 -147,pelinbalci,pelinbalci/Taxi-v3,4.85,7.56,2.71 -148,Sera47,Sera47/Taxi-v3_Qlearning,4.85,7.56,2.71 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+1910,eyechen,eyechen/q-Taxi-v3,4.779999999999999,7.5,2.72 +1911,jobeid1,jobeid1/jobeid1,4.779999999999999,7.52,2.74 +1912,johnhudzinatr,johnhudzinatr/q-Taxi-v3,4.779999999999999,7.52,2.74 +1913,BrandonJaip,BrandonJaip/Taxi-v3-q,4.779999999999999,7.5,2.72 +1914,rhiga,rhiga/q-Taxi-v3,4.779999999999999,7.5,2.72 +1915,ericrincon,ericrincon/Qtable_taxi,4.779999999999999,7.5,2.72 +1916,farukbuldur,farukbuldur/q-Taxi-v3-001,4.779999999999999,7.5,2.72 +1917,mattjmattj,mattjmattj/HF_RL_unit2_taxi,4.779999999999999,7.5,2.72 +1918,css919,css919/q-Taxi-v3,4.779999999999999,7.5,2.72 +1919,OubeidAllahjb,OubeidAllahjb/Taxi-v3,4.779999999999999,7.5,2.72 +1920,labicquette,labicquette/taxi-v3,4.779999999999999,7.5,2.72 +1921,ameyachitnis,ameyachitnis/Taxi-v3,4.779999999999999,7.5,2.72 1922,Renzhi,Renzhi/Taxi-v3,4.779999999999999,7.5,2.72 -1923,zxia-at-smth,zxia-at-smth/q-Taxi-v3,4.779999999999999,7.52,2.74 -1924,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71 -1925,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71 -1926,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71 -1927,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67 -1928,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71 +1923,ChechkovEugene,ChechkovEugene/q-Taxi-v3,4.779999999999999,7.52,2.74 +1924,mantury,mantury/q-taxi-v3,4.779999999999999,7.52,2.74 +1925,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71 +1926,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71 +1927,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71 +1928,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71 1929,ApolloFilippou,ApolloFilippou/Taxi-v3,4.7700000000000005,7.48,2.71 -1930,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71 +1930,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71 1931,jwoods,jwoods/Taxi-v3,4.7700000000000005,7.48,2.71 -1932,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73 -1933,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73 -1934,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75 -1935,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73 -1936,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73 -1937,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 -1938,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73 -1939,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 -1940,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73 -1941,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75 -1942,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73 -1943,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75 -1944,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 -1945,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75 -1946,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 -1947,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 -1948,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 -1949,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73 -1950,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75 -1951,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73 -1952,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75 -1953,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 -1954,M331,M331/q-Taxi-v3,4.77,7.52,2.75 -1955,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75 -1956,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 -1957,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73 -1958,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73 -1959,cha00,cha00/taxi,4.77,7.52,2.75 -1960,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 -1961,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 -1962,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75 -1963,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73 -1964,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73 -1965,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73 -1966,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 -1967,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69 -1968,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 +1932,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67 +1933,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 +1934,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 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-1974,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73 -1975,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73 -1976,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75 -1977,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73 -1978,zzmez,zzmez/taxi-v3,4.77,7.52,2.75 -1979,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76 -1980,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 -1981,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76 -1982,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76 -1983,chans,chans/taxi-v3,4.76,7.52,2.76 -1984,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 -1985,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 -1986,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 -1987,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76 -1988,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -1989,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72 -1990,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 -1991,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 -1992,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 -1993,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 -1994,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 -1995,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76 -1996,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76 -1997,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 -1998,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 -1999,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 -2000,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76 -2001,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 -2002,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76 -2003,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 -2004,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76 -2005,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76 +1970,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73 +1971,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75 +1972,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 +1973,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73 +1974,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73 +1975,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 +1976,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 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+1996,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 +1997,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 +1998,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 +1999,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 +2000,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 +2001,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 +2002,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 +2003,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76 +2004,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 +2005,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 2006,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76 -2007,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76 -2008,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 -2009,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 -2010,lordpepe,lordpepe/Taxi-v3,4.76,7.44,2.68 -2011,Dabe,Dabe/Taxi,4.75,7.5,2.75 -2012,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77 -2013,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 -2014,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -2015,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77 -2016,issajatt,issajatt/taxi-v3,4.75,7.48,2.73 +2007,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 +2008,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 +2009,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76 +2010,chans,chans/taxi-v3,4.76,7.52,2.76 +2011,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 +2012,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 +2013,charlago,charlago/Taxi-v3,4.75,7.52,2.77 +2014,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 +2015,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 +2016,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 2017,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -2018,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 -2019,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -2020,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 -2021,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -2022,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 -2023,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 -2024,kuan2,kuan2/taxi,4.75,7.52,2.77 -2025,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 -2026,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -2027,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77 -2028,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -2029,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -2030,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -2031,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -2032,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -2033,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -2034,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -2035,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 -2036,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75 -2037,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -2038,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -2039,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -2040,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 -2041,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -2042,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 -2043,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 -2044,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -2045,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -2046,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75 -2047,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75 -2048,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75 -2049,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 -2050,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77 -2051,unagui,unagui/taxiv0,4.75,7.5,2.75 -2052,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -2053,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77 -2054,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -2055,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 -2056,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 -2057,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 -2058,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 -2059,NiscR,NiscR/TaxiV4,4.75,7.5,2.75 -2060,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75 -2061,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 -2062,Broonion,Broonion/RLcourse-unit2-Taxi-V3,4.74,7.48,2.74 -2063,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 -2064,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 -2065,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -2066,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 -2067,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -2068,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -2069,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 -2070,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 -2071,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -2072,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 -2073,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 -2074,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 -2075,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 -2076,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -2077,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74 -2078,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -2079,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 -2080,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74 -2081,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 -2082,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -2083,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 -2084,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -2085,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -2086,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76 -2087,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 +2018,NiscR,NiscR/TaxiV4,4.75,7.5,2.75 +2019,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 +2020,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 +2021,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 +2022,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 +2023,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 +2024,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 +2025,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 +2026,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 +2027,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 +2028,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 +2029,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 +2030,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 +2031,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 +2032,unagui,unagui/taxiv0,4.75,7.5,2.75 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-2113,amiri-amin,amiri-amin/taxi_default,4.74,7.48,2.74 -2114,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -2115,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -2116,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -2117,agostini,agostini/q-Taxi-v3,4.73,7.5,2.77 -2118,astefani,astefani/taxi-v3-dqn,4.73,7.46,2.73 -2119,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71 -2120,Sirianth,Sirianth/taxi,4.73,7.48,2.75 -2121,debin,debin/Taxi-v3,4.73,7.48,2.75 -2122,dmortell,dmortell/taxi-v3,4.73,7.48,2.75 -2123,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73 -2124,Avenger12321,Avenger12321/taxi,4.73,7.46,2.73 -2125,SharpNLight,SharpNLight/q-taxi-v3-simple,4.73,7.44,2.71 -2126,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75 -2127,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73 -2128,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75 +2090,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 +2091,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 +2092,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 +2093,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 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