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 +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 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 @@ -12,8 +12,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 11,Arikkod,Arikkod/Q-Taxi-V3,7.02,9.6,2.58 12,DBusAI,DBusAI/q-Taxi-v3-v2,6.229999999999999,9.12,2.89 13,Karmvir-Phogat,Karmvir-Phogat/q-Taxi-v3,6.01,8.33,2.32 -14,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 -15,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 +14,ntinosmg,ntinosmg/q-Taxi-v3,6.0,6.0,0.0 +15,shreyansjain,shreyansjain/q-Taxi-v3-Qtable,6.0,6.0,0.0 16,AbdelKarim95,AbdelKarim95/Taxi-v3-bis0,5.989999999999999,8.44,2.45 17,peteozegov,peteozegov/q-Taxi-v3,5.86,8.4,2.54 18,MattStammers,MattStammers/Taxi-v3-final,5.6899999999999995,8.34,2.65 @@ -29,3042 +29,3054 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 28,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82 29,rodrigoclira,rodrigoclira/q-Taxi-v3,4.93,7.38,2.45 30,Ringdingler,Ringdingler/Taxi-v3,4.93,7.38,2.45 -31,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 -32,anders0204,anders0204/taximan,4.8999999999999995,7.52,2.62 -33,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 -34,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 -35,leandromiguel,leandromiguel/Taxi-v3-QL,4.8999999999999995,7.52,2.62 -36,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 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-211,szalymon,szalymon/Taxi-v3,4.85,7.56,2.71 -212,Gorilla23,Gorilla23/Taxi-v3,4.85,7.56,2.71 -213,andrea-silvi,andrea-silvi/q-taxi,4.85,7.56,2.71 -214,renyulin,renyulin/q-Taxi-v3,4.85,7.56,2.71 -215,Suprabound,Suprabound/q-Taxi-v3-Supra,4.85,7.56,2.71 -216,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71 -217,vk21,vk21/Taxi-v3-v1,4.85,7.56,2.71 -218,sjainlucky,sjainlucky/taxi,4.85,7.56,2.71 -219,mdapri,mdapri/q-Taxi-v3,4.85,7.56,2.71 -220,Vorlde,Vorlde/Taxi-v3,4.85,7.56,2.71 -221,Ibtisam,Ibtisam/Taxi,4.85,7.56,2.71 -222,mpekey,mpekey/q-Taxi-v3,4.85,7.56,2.71 -223,YvesP,YvesP/Taxi-v3,4.85,7.56,2.71 -224,ifti98,ifti98/taxi-v3,4.85,7.56,2.71 -225,greftly,greftly/taxi-v3,4.85,7.56,2.71 -226,mikelixiang,mikelixiang/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -227,Bodolaz,Bodolaz/Unit-2,4.85,7.56,2.71 -228,zhangjian94cn,zhangjian94cn/Taxi-v3,4.85,7.56,2.71 -229,ghze,ghze/Taxi-v3,4.85,7.56,2.71 -230,varevshatyan,varevshatyan/q-taxi-v3,4.85,7.56,2.71 -231,tux,tux/default_taxi,4.85,7.56,2.71 -232,morokosi,morokosi/q-Taxi-v3,4.85,7.56,2.71 -233,AhsanZaidi,AhsanZaidi/Taxi-V3,4.85,7.56,2.71 -234,claudiodev,claudiodev/q-Taxi-v3,4.85,7.56,2.71 -235,micheljperez,micheljperez/taxi-v3-remake,4.85,7.56,2.71 -236,zorgluf,zorgluf/taxiv3,4.85,7.56,2.71 -237,mun33b,mun33b/Q-Taxi-v3,4.85,7.56,2.71 -238,sunflowermarshmallows,sunflowermarshmallows/Taxi-v3,4.85,7.56,2.71 -239,sunil18p31a0101,sunil18p31a0101/Taxi-v3,4.85,7.56,2.71 -240,jackoyoungblood,jackoyoungblood/DeepRL23,4.85,7.56,2.71 -241,matolszew,matolszew/q-Taxi-v3-mine1,4.85,7.56,2.71 -242,Paperbag,Paperbag/Taxi-v3,4.85,7.56,2.71 -243,annelegendre,annelegendre/q-Taxi-v3,4.85,7.56,2.71 -244,AlexSh,AlexSh/Taxi-v3,4.85,7.56,2.71 -245,vieveks,vieveks/taki-v3-50000,4.85,7.56,2.71 -246,ruescog,ruescog/RL4,4.85,7.56,2.71 -247,undrwolf,undrwolf/taxi-RL-agent,4.85,7.56,2.71 -248,mustious7,mustious7/q-Taxi-v3,4.85,7.56,2.71 -249,Escobar,Escobar/Taxi-v3,4.85,7.56,2.71 -250,Feldi,Feldi/q-Taxi-v3,4.85,7.56,2.71 -251,Lakshya2k,Lakshya2k/Taxi-v3-500x6,4.85,7.56,2.71 -252,mishall,mishall/q-Taxi-v3,4.85,7.56,2.71 -253,jinukoo,jinukoo/q-Taxi-v3,4.85,7.56,2.71 -254,RaedS,RaedS/q-Taxi-v3,4.85,7.56,2.71 -255,mamun4105,mamun4105/q-Taxi-v3,4.85,7.56,2.71 -256,ikaith,ikaith/q-Taxi-v3-2M,4.85,7.56,2.71 -257,ikaith,ikaith/q-Taxi-v3,4.85,7.56,2.71 -258,sampathlonka,sampathlonka/q-Taxi-v3,4.85,7.56,2.71 -259,mazeinmouse,mazeinmouse/q-taxi-v3,4.85,7.56,2.71 -260,afagsalah,afagsalah/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -261,namedotpg,namedotpg/Taxi-v3,4.85,7.56,2.71 -262,robinsk8a,robinsk8a/Taxi-v3,4.85,7.56,2.71 -263,koosangjun,koosangjun/q-Taxi-v3,4.85,7.56,2.71 -264,TalesLF,TalesLF/q-Taxi-v3,4.85,7.56,2.71 -265,greg-szopinski,greg-szopinski/q-Taxi-v3-100k,4.85,7.56,2.71 -266,greg-szopinski,greg-szopinski/q-Taxi-v3-baseline,4.85,7.56,2.71 -267,Francesco-A,Francesco-A/q-Taxi-v3,4.85,7.56,2.71 -268,pratsy,pratsy/q-taxi-v1,4.85,7.56,2.71 -269,pchiva,pchiva/q-Taxi-v3,4.85,7.56,2.71 -270,RyanOrth,RyanOrth/q-Taxi-v3,4.85,7.56,2.71 -271,chikoto,chikoto/q-Taxi-v3,4.85,7.56,2.71 -272,bk6000,bk6000/q-Taxi-v3,4.85,7.56,2.71 -273,lukaszkolodziejczyk,lukaszkolodziejczyk/Taxi-v3,4.85,7.56,2.71 -274,dean-r,dean-r/q-Taxi-v3,4.85,7.56,2.71 -275,DarkRodry,DarkRodry/Taxi-v3-custom,4.85,7.56,2.71 -276,Ashraf-kasem,Ashraf-kasem/RL_taxi,4.85,7.52,2.67 -277,DarkAirforce,DarkAirforce/Taxi-v3,4.85,7.56,2.71 -278,jvvelzen,jvvelzen/Yaxi-v3_3,4.85,7.56,2.71 -279,przemys,przemys/q-Taxi-v3,4.85,7.56,2.71 -280,dhmeltzer,dhmeltzer/q-Taxi-v3-25_5_4,4.85,7.56,2.71 -281,gaarsmu,gaarsmu/Taxi-v3_125k,4.85,7.56,2.71 -282,haanjack,haanjack/q-Taxi-v3,4.85,7.56,2.71 -283,eldraco,eldraco/Taxi-v3,4.85,7.56,2.71 -284,bnowak1831,bnowak1831/q-taxi-v3,4.85,7.56,2.71 -285,antoooooine,antoooooine/Q-Taxi-v3,4.85,7.56,2.71 -286,manexpa,manexpa/RLcourse-Taxi-v3,4.85,7.56,2.71 -287,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v2,4.85,7.56,2.71 -288,Gurumoorthy,Gurumoorthy/q-Taxi-v3,4.85,7.56,2.71 -289,SRKConsulting,SRKConsulting/Taxi-v3-Z,4.85,7.56,2.71 -290,SRKConsulting,SRKConsulting/Taxi-v3-Y,4.85,7.56,2.71 -291,SRKConsulting,SRKConsulting/Taxi-v3-X,4.85,7.56,2.71 -292,imar0,imar0/Taxi-v3,4.85,7.56,2.71 -293,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71 -294,pyflynn,pyflynn/taxi-v3-model-v0,4.85,7.56,2.71 -295,nikogarro,nikogarro/Q-Taxi-v3,4.85,7.56,2.71 -296,arxaqapi,arxaqapi/Taxi-v3,4.85,7.56,2.71 -297,PecanPi,PecanPi/q-taxi-v3-v2,4.85,7.56,2.71 -298,petergoldstein,petergoldstein/Taxi-v3-1M,4.85,7.56,2.71 -299,mrigendraagrawal,mrigendraagrawal/taxi-RL,4.85,7.56,2.71 -300,brand25,brand25/q-Taxi-v3,4.85,7.56,2.71 -301,dn-gh,dn-gh/Q-Taxi-v3-2,4.85,7.56,2.71 -302,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71 -303,dn-gh,dn-gh/Q-Taxi-v3-4,4.85,7.56,2.71 -304,danilyef,danilyef/Taxi-v3,4.85,7.56,2.71 -305,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71 -306,tomercagan,tomercagan/q-Taxi-v3,4.85,7.56,2.71 -307,jannikskytt,jannikskytt/Taxi-v3,4.85,7.56,2.71 -308,ottovoncwim,ottovoncwim/q-Taxi-v3,4.85,7.56,2.71 -309,s-himmi,s-himmi/q-Taxi-v3-classic,4.85,7.56,2.71 -310,schirmacher,schirmacher/q-Taxi-v3,4.85,7.56,2.71 -311,MrTsepa,MrTsepa/q-Taxi-V3,4.85,7.56,2.71 -312,msladic,msladic/Taxi-v3_MS,4.85,7.56,2.71 -313,tanmayyyj,tanmayyyj/Taxi_v3,4.85,7.56,2.71 -314,dn-gh,dn-gh/Q-Taxi-v3-3,4.85,7.56,2.71 -315,mwissing,mwissing/Taxi-v3,4.85,7.56,2.71 -316,cjohlmacher,cjohlmacher/unit2-taxi-explorer,4.85,7.56,2.71 -317,cjohlmacher,cjohlmacher/unit2-taxi-overly-confident,4.85,7.56,2.71 -318,Vtmpas,Vtmpas/q-Taxi-v3-qeq,4.85,7.56,2.71 -319,trevorj,trevorj/Taxi-v3,4.85,7.56,2.71 -320,mrcmoresi,mrcmoresi/taxi,4.85,7.56,2.71 -321,DovahYol,DovahYol/q-Taxi-v3,4.85,7.56,2.71 -322,idealflaw,idealflaw/q-Taxi-v3,4.85,7.56,2.71 -323,YojitShinde,YojitShinde/Q-Taxi-v3,4.85,7.54,2.69 -324,iammartian0,iammartian0/taxi_v3_415,4.85,7.56,2.71 -325,bhalll,bhalll/q-Taxi-v3,4.85,7.56,2.71 -326,m-aliabbas1,m-aliabbas1/lr_course_taxi_v3,4.85,7.52,2.67 -327,MWaleed,MWaleed/q-Taxi-v3,4.85,7.56,2.71 -328,revmag,revmag/Taxi-v3,4.85,7.56,2.71 -329,Tubido,Tubido/Taxi-v3-001,4.85,7.56,2.71 -330,jliu596,jliu596/taxi-v2,4.85,7.56,2.71 -331,cjohlmacher,cjohlmacher/unit2-taxi-explorer-2,4.85,7.56,2.71 -332,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v1,4.85,7.56,2.71 -333,arenbeglaryan,arenbeglaryan/Taxi-v3,4.85,7.56,2.71 -334,mallycrip,mallycrip/taxi-v3-2,4.85,7.56,2.71 -335,bdrighes,bdrighes/Taxi-v3,4.85,7.56,2.71 -336,astein0,astein0/q-Taxi-v1,4.85,7.56,2.71 -337,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -338,Hatman,Hatman/Taxi-v3,4.85,7.56,2.71 -339,iammartian0,iammartian0/taxi_v3_416,4.85,7.56,2.71 -340,0sunfire0,0sunfire0/Taxi_Train_00,4.85,7.56,2.71 -341,vineetsharma,vineetsharma/q-Taxi-v3_million_steps,4.85,7.56,2.71 -342,TheSupremeTaco,TheSupremeTaco/Taxi-v3,4.85,7.56,2.71 -343,ak2704,ak2704/Taxi-v3,4.85,7.56,2.71 -344,bobobert4,bobobert4/qlearning_Taxi-v3,4.85,7.56,2.71 -345,luispintoc,luispintoc/taxi-v2,4.85,7.56,2.71 -346,Sekiraw,Sekiraw/taxi,4.85,7.56,2.71 -347,SalehAbdelrahman,SalehAbdelrahman/Taxi-v3,4.85,7.56,2.71 -348,AbduBot,AbduBot/Q-Taxi-v3,4.85,7.56,2.71 -349,SinusCosinus,SinusCosinus/q-Taxi-v3,4.85,7.56,2.71 -350,benbav97,benbav97/q-Taxi-v3,4.85,7.52,2.67 -351,Officialletai,Officialletai/Taxi-v3,4.85,7.54,2.69 -352,dcarpintero,dcarpintero/q-Taxi-v3,4.85,7.56,2.71 -353,mcamara,mcamara/taxi-v3,4.85,7.56,2.71 -354,KJan05,KJan05/KJan-Taxi-v3,4.85,7.56,2.71 -355,mxbonn,mxbonn/Taxi-v3,4.85,7.56,2.71 -356,ccattomio,ccattomio/q-Taxi-v3,4.85,7.56,2.71 -357,eugene-d,eugene-d/q-Taxi-v3,4.85,7.56,2.71 -358,Ransaka,Ransaka/q-Taxi-v3,4.85,7.56,2.71 -359,Forkits,Forkits/Taxi-v3v2,4.85,7.56,2.71 -360,lowrollr,lowrollr/Taxi-v3-QLearning,4.85,7.56,2.71 -361,stephansf,stephansf/taxi,4.85,7.56,2.71 -362,Huggingfly,Huggingfly/q-Taxi-v3,4.85,7.56,2.71 -363,zbaorgbui,zbaorgbui/Taxi-v3,4.85,7.54,2.69 -364,bpw1621,bpw1621/Taxi-v3,4.85,7.56,2.71 -365,lovelyxs,lovelyxs/q-Taxi-v3,4.85,7.56,2.71 -366,rovenr12,rovenr12/qlearning-Taxi-v3,4.85,7.56,2.71 -367,ImeneT,ImeneT/Taxi-v3,4.85,7.56,2.71 -368,Kenemo,Kenemo/q-learning-taxi-v3,4.85,7.56,2.71 -369,hezheop,hezheop/q-Taxi-v3,4.85,7.56,2.71 -370,Mtc2,Mtc2/q-Taxi-v3,4.85,7.56,2.71 -371,Leukschrauber,Leukschrauber/Taxi-v3,4.85,7.56,2.71 -372,chaowu,chaowu/q-Taxi-v3,4.85,7.56,2.71 -373,shuheng,shuheng/shuheng,4.85,7.5,2.65 -374,Luca77,Luca77/Q-Taxi,4.85,7.56,2.71 -375,mingdinghan,mingdinghan/Taxi-v3,4.85,7.56,2.71 -376,pastells,pastells/taxi-v3,4.85,7.56,2.71 -377,erud1t3,erud1t3/Taxi-v3,4.85,7.56,2.71 -378,ammr,ammr/q-Taxi-v3,4.85,7.56,2.71 -379,enlacinglines,enlacinglines/Taxi-v3-50kepisodes,4.85,7.56,2.71 -380,tvarella,tvarella/taxitaxi,4.85,7.56,2.71 -381,pete88b,pete88b/q-Taxi-v3-0.0.1,4.85,7.56,2.71 -382,GesturingMan,GesturingMan/Taxiv3,4.85,7.56,2.71 -383,augustogeog,augustogeog/q-Taxi-v3-iterative-10mil,4.85,7.56,2.71 -384,Akriel,Akriel/q-Taxi-v3,4.85,7.56,2.71 -385,augustogeog,augustogeog/q-Taxi-v3-iterative,4.85,7.56,2.71 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-1647,gyikesz,gyikesz/q-Taxi-v3,4.85,7.56,2.71 -1648,ivivnov,ivivnov/Taxi_basic,4.85,7.56,2.71 -1649,sarwarbeing,sarwarbeing/Q-taxi-v3,4.85,7.56,2.71 -1650,MUTSC,MUTSC/TAXI_QL_1,4.85,7.56,2.71 -1651,tabbit,tabbit/taxi_v3,4.85,7.56,2.71 -1652,ankandrew,ankandrew/Q-Taxi-v3,4.85,7.56,2.71 -1653,andrei-saceleanu,andrei-saceleanu/q-Taxi-v3,4.85,7.56,2.71 -1654,akgeni,akgeni/taxiv3_Qlearning,4.85,7.56,2.71 -1655,mo-shadfar,mo-shadfar/q-Taxi-v3-v1,4.85,7.56,2.71 -1656,zjoe,zjoe/RLCourseCh2-Taxiv3,4.85,7.56,2.71 -1657,mhdaw,mhdaw/Taxi-v3-m2,4.85,7.56,2.71 -1658,hoooooosety,hoooooosety/Taxi-v3,4.85,7.56,2.71 -1659,hoooooosety,hoooooosety/taxi,4.85,7.56,2.71 -1660,rafay,rafay/q-Taxi-v3,4.85,7.56,2.71 -1661,Nebyx,Nebyx/q-Taxi-v3-250000,4.85,7.56,2.71 -1662,Maxph2211,Maxph2211/q-Taxi-v3,4.85,7.56,2.71 -1663,H-amza,H-amza/q-taxi-v1,4.85,7.56,2.71 -1664,alv31415,alv31415/q-Taxi-v3-1e6,4.85,7.56,2.71 -1665,anuoluwa,anuoluwa/q-Taxi-v3,4.85,7.56,2.71 -1666,AkitoP,AkitoP/Taxi-V3,4.85,7.56,2.71 -1667,FredericProtat,FredericProtat/q-Taxi-v3,4.85,7.56,2.71 -1668,shtif,shtif/Taxi-v3,4.85,7.56,2.71 -1669,kenzzo13,kenzzo13/q-Taxi-v3,4.85,7.56,2.71 -1670,vrajur,vrajur/taxi-v3,4.85,7.56,2.71 -1671,BabaYaga048,BabaYaga048/Taxi-v3-1,4.85,7.56,2.71 -1672,saurabh2086,saurabh2086/Taxi-v3,4.85,7.56,2.71 -1673,chrisght,chrisght/q-taxi,4.85,7.56,2.71 -1674,PratikSahu,PratikSahu/q-Taxi-v3,4.85,7.56,2.71 -1675,mok33,mok33/q-taxi-v1-500x6,4.85,7.56,2.71 -1676,domjina,domjina/taxi,4.85,7.56,2.71 -1677,austinhoag,austinhoag/Taxi-v3,4.85,7.54,2.69 -1678,arnonl,arnonl/Taxi-v3,4.85,7.56,2.71 -1679,zein-barhoum,zein-barhoum/Taxi-v3,4.85,7.56,2.71 -1680,nokotin,nokotin/taxi,4.85,7.56,2.71 -1681,lesliepzimmermann,lesliepzimmermann/q-Taxi-v3,4.85,7.56,2.71 -1682,pedroroblesduten,pedroroblesduten/Taxi-v3,4.85,7.52,2.67 -1683,HamZurger,HamZurger/Taxi-V3,4.85,7.54,2.69 -1684,yuanzi1983918,yuanzi1983918/q-Taxi-v3,4.85,7.54,2.69 -1685,JNK789,JNK789/Taxi-v3-unit2-assignment,4.85,7.56,2.71 -1686,MattStammers,MattStammers/Taxi-v3,4.85,7.54,2.69 -1687,alexeynoskov,alexeynoskov/q-Taxi-v3,4.85,7.56,2.71 -1688,Rocket19,Rocket19/Taxi,4.85,7.56,2.71 -1689,gmojko,gmojko/Taxi-v3-v2,4.85,7.56,2.71 -1690,ACOS,ACOS/Taxi_v3_T2,4.85,7.56,2.71 -1691,eikoenchine,eikoenchine/Taxi-v3-Q-learning,4.85,7.56,2.71 -1692,AtilliO,AtilliO/TaxMe,4.85,7.56,2.71 -1693,PaulMest,PaulMest/Taxi-v3,4.85,7.56,2.71 -1694,Dolphinfrank,Dolphinfrank/frank_texi2,4.85,7.56,2.71 -1695,Dolphinfrank,Dolphinfrank/frank_texi,4.85,7.56,2.71 -1696,thiagoms7,thiagoms7/Taxi-v3,4.85,7.56,2.71 -1697,asiaLootus,asiaLootus/taxi_model2,4.85,7.56,2.71 -1698,asiaLootus,asiaLootus/taxi_model,4.85,7.56,2.71 -1699,JYC333,JYC333/q-Taxi-v3,4.85,7.56,2.71 -1700,dotunadegbite,dotunadegbite/q-Taxi-v3,4.85,7.56,2.71 -1701,jonalkw,jonalkw/Taxi-v3-Qlearn,4.85,7.56,2.71 -1702,tkurtulus,tkurtulus/q-Taxi-v3,4.85,7.56,2.71 -1703,ibadrehman,ibadrehman/taxi-v3-v2,4.85,7.56,2.71 -1704,DaniilSirota,DaniilSirota/Taxi,4.85,7.56,2.71 -1705,alexispacek,alexispacek/q-Taxi-v3,4.85,7.56,2.71 -1706,YoanG,YoanG/q-Taxi-v3,4.85,7.56,2.71 -1707,OliP,OliP/Taxi-v3,4.85,7.56,2.71 -1708,Victarry,Victarry/q-Taxi-v3,4.85,7.56,2.71 -1709,steffel,steffel/q-Taxi-v3,4.85,7.56,2.71 -1710,hayle,hayle/q-taxi-v3,4.85,7.56,2.71 -1711,armargolis,armargolis/taxi_v3,4.85,7.56,2.71 -1712,asiaLootus,asiaLootus/taxi_model3,4.85,7.56,2.71 -1713,nqd132,nqd132/taxi-v3,4.85,7.52,2.67 -1714,kreepy,kreepy/q-taxi-v3,4.85,7.56,2.71 -1715,birajsth,birajsth/q-Taxi-v3,4.85,7.56,2.71 -1716,pdmct,pdmct/q-Taxi-v3-base,4.85,7.56,2.71 -1717,AkkyMa,AkkyMa/q-Taxi-v3,4.85,7.56,2.71 -1718,ashutosh1919,ashutosh1919/Taxi-v3,4.85,7.56,2.71 -1719,Raiden-1001,Raiden-1001/Taxi-v3,4.85,7.56,2.71 -1720,felixb85,felixb85/q-Taxi-v3,4.85,7.56,2.71 -1721,JiemingYou,JiemingYou/q-Taxi-v3-model,4.85,7.56,2.71 -1722,BmanClark,BmanClark/Taxi-v3,4.85,7.56,2.71 -1723,Josrf,Josrf/q-Taxi-v1,4.85,7.56,2.71 -1724,adlrocha,adlrocha/unit2-taxi,4.85,7.56,2.71 -1725,saikiranp,saikiranp/taxi-v3-1,4.85,7.56,2.71 -1726,Rifky,Rifky/qlearning-taxi-v3,4.85,7.56,2.71 -1727,MRNH,MRNH/my-taxy-explorer,4.85,7.56,2.71 -1728,abdelhamidmalki,abdelhamidmalki/taxi-v3-repo,4.85,7.56,2.71 -1729,geranio,geranio/q-Taxi-v3,4.85,7.56,2.71 -1730,bulentsoykan,bulentsoykan/q-Taxi-v3,4.85,7.56,2.71 -1731,abhijeet2022,abhijeet2022/Taxi-v3,4.85,7.56,2.71 -1732,kai824,kai824/Taxi-V3,4.85,7.56,2.71 -1733,SamuelReyes,SamuelReyes/taxi-driver,4.85,7.56,2.71 -1734,dalzza,dalzza/Taxi-v3,4.85,7.56,2.71 -1735,leonard-pak,leonard-pak/q-Taxi-v3,4.85,7.56,2.71 -1736,annaovesnaatatt,annaovesnaatatt/q-Taxi-v3,4.85,7.56,2.71 -1737,voxxer,voxxer/q-Taxi-v3,4.85,7.56,2.71 -1738,aura-tfn,aura-tfn/Taxi-v3,4.85,7.56,2.71 -1739,stoyky,stoyky/q-learning_Taxi-v3,4.85,7.56,2.71 -1740,mani05,mani05/Taxi-v3,4.85,7.56,2.71 -1741,papepipopu,papepipopu/q-Taxi-v3-course,4.85,7.56,2.71 -1742,ckandemir,ckandemir/q-Taxi-v3,4.85,7.56,2.71 -1743,metga97,metga97/Taxi-v3,4.85,7.56,2.71 -1744,CanadaKasper,CanadaKasper/q-Taxi-v3-2500000,4.85,7.56,2.71 -1745,ckauth,ckauth/q-Taxi-v3,4.85,7.56,2.71 -1746,20rd1,20rd1/Taxi-v3,4.85,7.56,2.71 -1747,twbrandon7,twbrandon7/rl-course-unit2-taxi-v3,4.85,7.56,2.71 -1748,Ahsankhan123,Ahsankhan123/taxi-v3,4.85,7.56,2.71 -1749,atari713,atari713/taxi-v3,4.85,7.56,2.71 -1750,Krainez,Krainez/q-Taxi-v3,4.85,7.56,2.71 -1751,Lamurias,Lamurias/taxi-v3-base,4.85,7.56,2.71 -1752,Liea,Liea/q-Taxi-v3-set_eval_seed,4.85,7.56,2.71 -1753,leahsuperb,leahsuperb/q-Taxi-v3,4.85,7.54,2.69 -1754,SaudxInu,SaudxInu/q-Taxi-v3,4.85,7.56,2.71 -1755,khsuniv201,khsuniv201/q_Taxi-v3,4.85,7.56,2.71 -1756,OldCrazyCoder,OldCrazyCoder/Taxi-v3,4.85,7.56,2.71 -1757,jakezou,jakezou/taxi,4.85,7.56,2.71 -1758,HamzaFarhan,HamzaFarhan/QTaxi,4.85,7.56,2.71 -1759,glitchyordis,glitchyordis/q-Taxi-v3,4.85,7.56,2.71 -1760,arhamk,arhamk/q-Taxi-v3,4.85,7.56,2.71 -1761,ichacon,ichacon/q-Taxi-v3,4.85,7.56,2.71 -1762,thenoobie,thenoobie/Taxi-v3,4.85,7.56,2.71 -1763,neoxein,neoxein/q-Taxi-v3,4.85,7.56,2.71 -1764,dai1If,dai1If/taxi-v3,4.85,7.56,2.71 -1765,zwangab91,zwangab91/Taxi-v3,4.85,7.56,2.71 -1766,lvodoleyl,lvodoleyl/drl_course_taxi_classical_q_learning_v2,4.85,7.56,2.71 -1767,arb9p4,arb9p4/q-Taxi-v3,4.85,7.56,2.71 -1768,lvodoleyl,lvodoleyl/drl_course_taxi_classical_q_learning,4.85,7.56,2.71 -1769,wpbsball12,wpbsball12/q-taxi-v3-testing,4.85,7.56,2.71 -1770,Glen,Glen/taxi_v3_1,4.85,7.56,2.71 -1771,AliSab,AliSab/Taxi-v3,4.85,7.56,2.71 -1772,keshan,keshan/qlearning-taxiv3,4.85,7.56,2.71 -1773,markafitzgerald1,markafitzgerald1/q-Taxi-v3-1e5-trainingEpisodes,4.85,7.56,2.71 -1774,Bastian1111,Bastian1111/q-Taxi-v3,4.85,7.56,2.71 -1775,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7 -1776,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7 -1777,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7 -1778,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7 -1779,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64 -1780,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66 -1781,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7 -1782,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7 -1783,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64 -1784,henripett,henripett/taxiV3,4.84,7.54,2.7 -1785,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7 -1786,dalemu,dalemu/taxi,4.84,7.54,2.7 -1787,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7 -1788,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7 -1789,cys,cys/Taxi-v3,4.84,7.54,2.7 -1790,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7 -1791,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7 -1792,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7 -1793,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7 -1794,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7 -1795,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7 -1796,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7 -1797,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7 -1798,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7 -1799,Periramm,Periramm/q-taxi,4.83,7.54,2.71 -1800,GadH,GadH/Monit,4.83,7.54,2.71 -1801,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65 -1802,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71 -1803,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67 -1804,banden,banden/Taxi-v1,4.83,7.48,2.65 -1805,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71 -1806,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71 -1807,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71 -1808,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71 -1809,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69 -1810,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71 -1811,npit,npit/taxi-v3,4.83,7.54,2.71 -1812,eliotz,eliotz/taxicab,4.83,7.54,2.71 -1813,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71 -1814,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71 -1815,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71 -1816,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69 -1817,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71 -1818,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71 -1819,vind,vind/q-Taxi-v3,4.83,7.52,2.69 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1935,fgeyer,fgeyer/q-Taxi-v3,4.82,7.54,2.72 -1936,Adrian101-hnd,Adrian101-hnd/Taxi-v3,4.82,7.48,2.66 -1937,andres-hsn,andres-hsn/q-Taxi-v3,4.82,7.54,2.72 -1938,RajSang,RajSang/q-Taxi-v3,4.82,7.48,2.66 -1939,Lelestar,Lelestar/q-Taxi-v3,4.82,7.48,2.66 -1940,henrikho,henrikho/Taxi-v3,4.82,7.54,2.72 -1941,jfrojanoj,jfrojanoj/q-Taxi-v3,4.82,7.48,2.66 -1942,Changhyeon,Changhyeon/Taxi-v3,4.82,7.54,2.72 -1943,alesthehuman,alesthehuman/q-Taxi-v3,4.82,7.54,2.72 -1944,Sympan,Sympan/DRL-Course-Taxi-v3,4.82,7.5,2.68 -1945,JJJJerry,JJJJerry/Taxi-v3,4.82,7.54,2.72 -1946,wangxso,wangxso/q-taxi-v3,4.819999999999999,7.52,2.7 -1947,slomek,slomek/slmk-unit2-Taxi-v3,4.819999999999999,7.52,2.7 -1948,SeanPoole,SeanPoole/Taxi-v3,4.819999999999999,7.52,2.7 -1949,heera-ai,heera-ai/Taxi-v3,4.819999999999999,7.52,2.7 -1950,pittawat,pittawat/q-Taxi-v3-eval,4.819999999999999,7.52,2.7 -1951,gan11,gan11/Q-Learning-Taxi-v2,4.819999999999999,7.52,2.7 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1953,PriyanshS,PriyanshS/drl-handson-2_2-v1,4.819999999999999,7.52,2.7 -1954,cornut,cornut/texi_test,4.819999999999999,7.52,2.7 -1955,hpandana,hpandana/Q-Learning-Taxi-v3,4.819999999999999,7.52,2.7 -1956,dgodderis,dgodderis/taxi,4.819999999999999,7.52,2.7 -1957,robkayinto,robkayinto/dumbassRepoName,4.819999999999999,7.52,2.7 -1958,bhunkeler,bhunkeler/Taxi-v3,4.8100000000000005,7.54,2.73 -1959,PeerNorback,PeerNorback/Taxi,4.8100000000000005,7.54,2.73 -1960,hangjoni,hangjoni/taxi-v0,4.8100000000000005,7.54,2.73 -1961,meganstodel,meganstodel/Taxi-v3,4.8100000000000005,7.54,2.73 -1962,smanduru,smanduru/taxi-v2-10pow6max_steps,4.8100000000000005,7.54,2.73 -1963,AigizK,AigizK/taxi-v3,4.8100000000000005,7.54,2.73 -1964,bkhan2000,bkhan2000/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1965,jdawnduan,jdawnduan/q-Taxi-v3-test,4.8100000000000005,7.54,2.73 -1966,PlankyxD,PlankyxD/Taxi-v3,4.8100000000000005,7.46,2.65 -1967,Zangnan,Zangnan/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1968,ahng79,ahng79/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1969,fatcat22,fatcat22/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1970,giggling-squid,giggling-squid/q-Taxi-v3-5x5,4.8100000000000005,7.54,2.73 -1971,seungwoos,seungwoos/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1972,ewertonfelipe,ewertonfelipe/taxi-v3-ewerton,4.8100000000000005,7.54,2.73 -1973,nyxophyl,nyxophyl/Taxi-v3-q,4.8100000000000005,7.54,2.73 -1974,Alian3785,Alian3785/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1975,jensvw,jensvw/taxi-v3,4.8100000000000005,7.54,2.73 -1976,mariololo,mariololo/taxi-v3,4.8100000000000005,7.5,2.69 -1977,hruslen,hruslen/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1978,c0ldstudy,c0ldstudy/Taxi-v3,4.8100000000000005,7.54,2.73 -1979,DanGalt,DanGalt/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1980,gyronee,gyronee/q-taxi-v3,4.8100000000000005,7.54,2.73 -1981,akrTik,akrTik/Taxi-v3,4.8100000000000005,7.54,2.73 -1982,leo1452,leo1452/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1983,ThomasSimonini,ThomasSimonini/gymnasiumtaxi,4.8100000000000005,7.54,2.73 -1984,mmg10,mmg10/Taxi-v3,4.8100000000000005,7.54,2.73 -1985,ntrant7,ntrant7/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1986,eLarry,eLarry/Taxi-v3,4.8100000000000005,7.54,2.73 -1987,sheldon-spock,sheldon-spock/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1988,dzegan,dzegan/unit2-taxi-Qtable-1,4.8100000000000005,7.46,2.65 -1989,romeromuerto,romeromuerto/Taxi-v3,4.8100000000000005,7.54,2.73 -1990,Punit71,Punit71/Taxi-v3,4.8100000000000005,7.54,2.73 -1991,elvinado,elvinado/Taxi-v3,4.8100000000000005,7.54,2.73 -1992,atsanda,atsanda/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1993,FernandoD95,FernandoD95/q-Taxi-v3,4.8100000000000005,7.54,2.73 -1994,flashgod,flashgod/QLtaxi-v3,4.8100000000000005,7.54,2.73 -1995,Antiraedus,Antiraedus/Taxiv3-base,4.8100000000000005,7.54,2.73 -1996,Varaprabha,Varaprabha/Qtable_taxi,4.8100000000000005,7.54,2.73 -1997,Jedalc,Jedalc/Taxi-v3,4.8100000000000005,7.54,2.73 -1998,MainaMan,MainaMan/Taxi-v3,4.8100000000000005,7.54,2.73 -1999,trtd56,trtd56/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2000,ryanblak,ryanblak/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2001,dp66,dp66/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2002,aienthused,aienthused/Taxi-v3,4.8100000000000005,7.54,2.73 -2003,przl,przl/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2004,NatashaN,NatashaN/q-Taxi-v1,4.8100000000000005,7.54,2.73 -2005,i4ata,i4ata/Taxi-v3,4.8100000000000005,7.54,2.73 -2006,vjeansel,vjeansel/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2007,Y-T-G,Y-T-G/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2008,rainymyself,rainymyself/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2009,sun1638650145,sun1638650145/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2010,zestyoreo,zestyoreo/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2011,footprinthere,footprinthere/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2012,tannazhp95,tannazhp95/taxi_v3,4.8100000000000005,7.5,2.69 -2013,arvindsg,arvindsg/Taxi-v3,4.8100000000000005,7.54,2.73 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-2088,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-explore_more_slow,4.8100000000000005,7.54,2.73 -2089,S1X3L4,S1X3L4/Taxi-v3,4.8100000000000005,7.54,2.73 -2090,DrSylvainPronovost,DrSylvainPronovost/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2091,jovisaib,jovisaib/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2092,slarionne,slarionne/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2093,Imxxn,Imxxn/RLCourseU2-Taxi-v3,4.8100000000000005,7.54,2.73 -2094,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-explore_slow,4.8100000000000005,7.54,2.73 -2095,Metacarpal,Metacarpal/q-CrazyTaxi,4.8100000000000005,7.54,2.73 -2096,huam,huam/qlearning-taxi,4.8100000000000005,7.54,2.73 -2097,Amiko,Amiko/Taxi-v3,4.8100000000000005,7.54,2.73 -2098,joserodr68,joserodr68/Qtable_taxi_ja,4.8100000000000005,7.44,2.63 -2099,RajkNakka,RajkNakka/Taxi-v3,4.8100000000000005,7.54,2.73 -2100,dvalbuena1,dvalbuena1/q-Taxi-v3,4.8100000000000005,7.54,2.73 -2101,Teunis89,Teunis89/Taxitest,4.8100000000000005,7.54,2.73 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