diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1,8 +1,8 @@
 Ranking,User,Model,Results,Mean Reward,Std Reward
-1,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0
-2,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0
-3,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0
-4,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0
+1,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
 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,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
@@ -23,2330 +23,2332 @@ 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,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-26,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-27,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-28,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-29,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-30,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
-31,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-32,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-33,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+25,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+26,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+27,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
+28,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
+29,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
+30,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
+31,yeounyi,yeounyi/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,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-35,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-36,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-37,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+35,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
+36,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
+37,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
 38,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-39,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-40,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
+39,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+40,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
 41,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
 42,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
-43,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+43,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
 44,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
 45,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-46,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-47,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-48,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-49,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-50,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-51,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-52,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
-53,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+46,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+47,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+48,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+49,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
+50,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
+51,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
+52,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
+53,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
 54,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
-55,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-56,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
-57,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
+55,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
+56,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
+57,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
 58,thien1892,thien1892/q-taxi-v3,4.859999999999999,7.58,2.72
 59,Yelinz,Yelinz/q-Taxi-v3-v1,4.853267652685252,7.56,2.706732347314747
 60,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-61,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-62,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-63,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-64,felixdae,felixdae/q-Taxi-v3,4.85,7.56,2.71
-65,WeeBitQuixotic,WeeBitQuixotic/Taxi-v3,4.85,7.56,2.71
-66,k3nshi,k3nshi/q-Taxi-v3,4.85,7.56,2.71
-67,hoangah2000vn,hoangah2000vn/Taxi-v3-Qlearning,4.85,7.56,2.71
-68,spaladugu,spaladugu/Taxi-v3,4.85,7.56,2.71
-69,ghassenhannachi,ghassenhannachi/q_taxi_v1,4.85,7.56,2.71
-70,MohammedEltoum,MohammedEltoum/q-Taxi-v3_v1,4.85,7.56,2.71
-71,sht3ch,sht3ch/Taxi-v3,4.85,7.56,2.71
-72,Piemag,Piemag/Taxi-v3,4.85,7.56,2.71
-73,Bly,Bly/q-Taxi-v3,4.85,7.56,2.71
-74,PhysHunter,PhysHunter/q-Taxi-v3,4.85,7.56,2.71
-75,sdphat,sdphat/taxi-v3,4.85,7.56,2.71
-76,ThuyVuPhuong,ThuyVuPhuong/q-Taxi_v3,4.85,7.56,2.71
-77,saurabhnaik,saurabhnaik/Taxi-v3-fastdecay,4.85,7.56,2.71
-78,zorgluf,zorgluf/taxiv3,4.85,7.56,2.71
-79,mun33b,mun33b/Q-Taxi-v3,4.85,7.56,2.71
-80,sunflowermarshmallows,sunflowermarshmallows/Taxi-v3,4.85,7.56,2.71
-81,sunil18p31a0101,sunil18p31a0101/Taxi-v3,4.85,7.56,2.71
-82,virtualdann,virtualdann/Taxi-v3-QLearnTutorial,4.85,7.56,2.71
-83,aga3134,aga3134/Taxi-v3,4.85,7.56,2.71
-84,arenbeglaryan,arenbeglaryan/Taxi-v3,4.85,7.56,2.71
-85,SinusCosinus,SinusCosinus/q-Taxi-v3,4.85,7.56,2.71
-86,dhmeltzer,dhmeltzer/q-Taxi-v3-25_5_4,4.85,7.56,2.71
-87,gaarsmu,gaarsmu/Taxi-v3_125k,4.85,7.56,2.71
-88,saurabhnaik,saurabhnaik/Taxi-v3,4.85,7.56,2.71
-89,catactivationsound,catactivationsound/q-Taxi-v3,4.85,7.56,2.71
-90,sgauravm,sgauravm/q-Taxi-v3,4.85,7.56,2.71
-91,eldraco,eldraco/Taxi-v3,4.85,7.56,2.71
-92,bnowak1831,bnowak1831/q-taxi-v3,4.85,7.56,2.71
-93,spaladugu,spaladugu/q-Taxi-v3,4.85,7.56,2.71
-94,aliciatay,aliciatay/qtaxi,4.85,7.56,2.71
-95,MiguelArd,MiguelArd/Taxi-v3,4.85,7.56,2.71
-96,vnykr,vnykr/q-Taxi-v3,4.85,7.56,2.71
-97,goodacheez,goodacheez/q-Taxi-v3-v2,4.85,7.56,2.71
-98,jgalego,jgalego/Taxi-V3,4.85,7.56,2.71
-99,basboot,basboot/Taxi-v3,4.85,7.54,2.69
-100,nhouben,nhouben/q-Taxi-v3,4.85,7.56,2.71
-101,casals90,casals90/trained-taxi-v3,4.85,7.56,2.71
-102,Konrado,Konrado/Taxi-v3,4.85,7.56,2.71
-103,antoooooine,antoooooine/Q-Taxi-v3,4.85,7.56,2.71
-104,dennischui,dennischui/taxi_v3,4.85,7.5,2.65
-105,chrissouliere,chrissouliere/q-taxi-v3,4.85,7.56,2.71
-106,ChemaVega,ChemaVega/1-Taxi-v3,4.85,7.56,2.71
-107,mgmeskill,mgmeskill/Taxi-v3,4.85,7.56,2.71
-108,tomercagan,tomercagan/q-Taxi-v3,4.85,7.56,2.71
-109,jannikskytt,jannikskytt/Taxi-v3,4.85,7.56,2.71
-110,ottovoncwim,ottovoncwim/q-Taxi-v3,4.85,7.56,2.71
-111,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71
-112,jfernsler,jfernsler/q-taxi-v1,4.85,7.56,2.71
-113,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v1,4.85,7.56,2.71
-114,KoRiF,KoRiF/q-Taxi-v3,4.85,7.54,2.69
-115,rovenr12,rovenr12/qlearning-Taxi-v3,4.85,7.56,2.71
-116,ImeneT,ImeneT/Taxi-v3,4.85,7.56,2.71
-117,Kenemo,Kenemo/q-learning-taxi-v3,4.85,7.56,2.71
-118,haanjack,haanjack/q-Taxi-v3,4.85,7.56,2.71
-119,astein0,astein0/q-Taxi-v1,4.85,7.56,2.71
-120,manexpa,manexpa/RLcourse-Taxi-v3,4.85,7.56,2.71
-121,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v2,4.85,7.56,2.71
-122,AmirMesbah,AmirMesbah/q-Taxi-v3,4.85,7.56,2.71
-123,brouthen,brouthen/q-Taxi-v3,4.85,7.52,2.67
-124,stevaras2,stevaras2/q-Taxi-v3,4.85,7.56,2.71
-125,gsn-codes,gsn-codes/q-Taxi-v3,4.85,7.56,2.71
-126,Uxinnn,Uxinnn/q-Taxi-v3,4.85,7.56,2.71
-127,gerikzatorski,gerikzatorski/q-Taxi-v3,4.85,7.56,2.71
-128,Manaro,Manaro/Q-Taxi-v3,4.85,7.56,2.71
-129,mwissing,mwissing/Taxi-v3,4.85,7.56,2.71
-130,cfisicaro,cfisicaro/q-Taxi-v3,4.85,7.56,2.71
-131,SebastianS,SebastianS/q-Taxi-v3,4.85,7.56,2.71
-132,GesturingMan,GesturingMan/Taxiv3,4.85,7.56,2.71
-133,s-himmi,s-himmi/q-Taxi-v3-classic,4.85,7.56,2.71
-134,moschouChry,moschouChry/q-Taxi-v3,4.85,7.56,2.71
-135,Ransaka,Ransaka/q-Taxi-v3,4.85,7.56,2.71
-136,SRKConsulting,SRKConsulting/Taxi-v3-W,4.85,7.56,2.71
-137,azaazato,azaazato/q-Taxi-v3-v1,4.85,7.56,2.71
-138,Forkits,Forkits/Taxi-v3v2,4.85,7.56,2.71
-139,lowrollr,lowrollr/Taxi-v3-QLearning,4.85,7.56,2.71
-140,danilyef,danilyef/Taxi-v3,4.85,7.56,2.71
-141,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71
-142,nhiro3303,nhiro3303/q-Taxi-v3,4.85,7.56,2.71
-143,ahjim0m0,ahjim0m0/Taxi-uncle-4-lr02-n100k-g097-v3,4.85,7.56,2.71
-144,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n100k-v3,4.85,7.56,2.71
-145,eugene-d,eugene-d/q-Taxi-v3,4.85,7.56,2.71
-146,Piemag,Piemag/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71
-147,BoschAI,BoschAI/q-Taxi-v3,4.85,7.56,2.71
-148,XaneWayner,XaneWayner/taxi-v3,4.85,7.56,2.71
-149,grinsepilz,grinsepilz/qTable-Taxi-v3,4.85,7.56,2.71
-150,glfm,glfm/Taxi-v3,4.85,7.56,2.71
-151,EdenYav,EdenYav/Taxi-v3,4.85,7.56,2.71
-152,acampillos,acampillos/q-Taxi-v3,4.85,7.56,2.71
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-156,kforkai,kforkai/q-Taxi-v3,4.85,7.56,2.71
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-188,mshibatatt,mshibatatt/q-Taxi-v3,4.85,7.56,2.71
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-190,austinmw,austinmw/q-Taxi-v3,4.85,7.56,2.71
-191,michalcisek5,michalcisek5/q-Taxi-v3,4.85,7.56,2.71
-192,SRobbins,SRobbins/q-Taxi-v3,4.85,7.56,2.71
-193,RMAV,RMAV/taxi-driver,4.85,7.56,2.71
-194,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71
-195,Hatman,Hatman/Taxi-v3,4.85,7.56,2.71
-196,dn-gh,dn-gh/Q-Taxi-v3-4,4.85,7.56,2.71
+61,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
+62,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
+63,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
+64,jerick5555,jerick5555/Taxi-v3,4.85,7.56,2.71
+65,ThuyVuPhuong,ThuyVuPhuong/q-Taxi_v3,4.85,7.56,2.71
+66,saurabhnaik,saurabhnaik/Taxi-v3-fastdecay,4.85,7.56,2.71
+67,saurabhnaik,saurabhnaik/Taxi-v3,4.85,7.56,2.71
+68,andylolu24,andylolu24/q-Taxi-v3,4.85,7.56,2.71
+69,catactivationsound,catactivationsound/q-Taxi-v3,4.85,7.56,2.71
+70,emmuzoo,emmuzoo/q-Taxi-v3,4.85,7.56,2.71
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 1932,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71
-1933,jwoods,jwoods/Taxi-v3,4.7700000000000005,7.48,2.71
-1934,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67
+1933,ApolloFilippou,ApolloFilippou/Taxi-v3,4.7700000000000005,7.48,2.71
+1934,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71
 1935,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71
-1936,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73
-1937,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73
-1938,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73
-1939,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75
-1940,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73
-1941,cha00,cha00/taxi,4.77,7.52,2.75
-1942,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73
-1943,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73
+1936,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71
+1937,jwoods,jwoods/Taxi-v3,4.7700000000000005,7.48,2.71
+1938,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73
+1939,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75
+1940,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73
+1941,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73
+1942,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75
+1943,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75
 1944,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73
-1945,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73
-1946,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75
-1947,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75
-1948,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73
-1949,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75
-1950,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73
-1951,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75
-1952,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73
-1953,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75
-1954,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73
-1955,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73
-1956,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73
-1957,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73
-1958,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73
-1959,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73
-1960,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73
-1961,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73
-1962,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73
-1963,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73
-1964,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73
-1965,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73
-1966,zzmez,zzmez/taxi-v3,4.77,7.52,2.75
-1967,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75
-1968,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75
-1969,M331,M331/q-Taxi-v3,4.77,7.52,2.75
-1970,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75
-1971,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73
-1972,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75
-1973,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73
-1974,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75
-1975,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75
-1976,magooie,magooie/q-taxi-v1,4.77,7.52,2.75
-1977,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75
-1978,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73
-1979,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73
-1980,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75
-1981,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69
-1982,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73
-1983,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76
-1984,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76
-1985,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74
-1986,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74
-1987,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76
-1988,lordpepe,lordpepe/Taxi-v3,4.76,7.44,2.68
-1989,chans,chans/taxi-v3,4.76,7.52,2.76
-1990,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72
-1991,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76
-1992,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76
-1993,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76
-1994,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76
-1995,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72
-1996,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68
-1997,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76
-1998,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76
-1999,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74
-2000,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76
-2001,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74
-2002,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76
-2003,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76
-2004,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76
-2005,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76
-2006,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76
-2007,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76
-2008,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7
-2009,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76
-2010,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76
-2011,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76
-2012,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72
-2013,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76
-2014,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68
-2015,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73
-2016,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77
-2017,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77
-2018,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77
-2019,NiscR,NiscR/TaxiV4,4.75,7.5,2.75
-2020,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75
-2021,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77
-2022,unagui,unagui/taxiv0,4.75,7.5,2.75
-2023,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77
-2024,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71
-2025,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75
-2026,Laide,Laide/Taxi-v3,4.75,7.5,2.75
-2027,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71
-2028,c-q,c-q/Taxi-v3,4.75,7.5,2.75
-2029,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73
-2030,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77
-2031,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73
-2032,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75
-2033,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75
-2034,kuan2,kuan2/taxi,4.75,7.52,2.77
-2035,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77
-2036,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75
-2037,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77
-2038,charlago,charlago/Taxi-v3,4.75,7.52,2.77
-2039,Dabe,Dabe/Taxi,4.75,7.5,2.75
-2040,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75
-2041,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67
-2042,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77
-2043,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77
-2044,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75
-2045,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75
-2046,issajatt,issajatt/taxi-v3,4.75,7.48,2.73
-2047,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75
-2048,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75
-2049,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77
-2050,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75
-2051,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77
-2052,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77
-2053,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75
-2054,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75
-2055,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77
-2056,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75
-2057,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75
-2058,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77
-2059,irgallard,irgallard/taxi-v3,4.75,7.5,2.75
-2060,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75
-2061,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75
-2062,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73
-2063,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75
-2064,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77
-2065,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76
-2066,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76
-2067,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74
-2068,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76
-2069,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74
-2070,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76
-2071,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74
-2072,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74
-2073,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76
-2074,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74
-2075,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76
-2076,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76
-2077,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76
-2078,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76
-2079,jontromanab,jontromanab/taxi,4.74,7.5,2.76
-2080,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76
-2081,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76
-2082,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76
-2083,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76
-2084,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76
-2085,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76
-2086,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76
-2087,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74
-2088,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76
-2089,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76
-2090,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76
-2091,mpramon,mpramon/taxi-v3,4.74,7.5,2.76
-2092,tenich,tenich/q-taxi-v3,4.74,7.5,2.76
-2093,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76
-2094,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76
-2095,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74
-2096,chradden,chradden/Taxi-v3,4.74,7.5,2.76
-2097,AKal,AKal/q-taxi-v3,4.74,7.48,2.74
-2098,varo,varo/Taxi-v3,4.74,7.48,2.74
-2099,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74
-2100,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76
-2101,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76
-2102,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76
-2103,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76
-2104,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74
-2105,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76
-2106,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74
-2107,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76
-2108,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72
-2109,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74
-2110,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74
-2111,luhx,luhx/Taxi-v3,4.74,7.48,2.74
-2112,amiri-amin,amiri-amin/taxi_default,4.74,7.48,2.74
-2113,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76
-2114,Broonion,Broonion/RLcourse-unit2-Taxi-V3,4.74,7.48,2.74
-2115,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76
-2116,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76
-2117,Viswes,Viswes/taxiv3,4.74,7.5,2.76
-2118,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74
-2119,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76
-2120,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76
-2121,RohithKumar,RohithKumar/Q1-Taxi,4.73,7.46,2.73
-2122,jame7700,jame7700/Taxi,4.73,7.48,2.75
-2123,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73
-2124,debin,debin/Taxi-v3,4.73,7.48,2.75
-2125,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75
-2126,Sirianth,Sirianth/taxi,4.73,7.48,2.75
-2127,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75
-2128,astefani,astefani/taxi-v3-dqn,4.73,7.46,2.73
-2129,SharpNLight,SharpNLight/q-taxi-v3-simple,4.73,7.44,2.71
-2130,Avenger12321,Avenger12321/taxi,4.73,7.46,2.73
-2131,gatardochi,gatardochi/q-Taxi-v3,4.73,7.5,2.77
-2132,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71
-2133,matt-guay,matt-guay/q-Taxi-v3,4.73,7.44,2.71
-2134,mdround,mdround/q-Taxi-v3,4.73,7.5,2.77
-2135,bastienm,bastienm/Taxi-v3,4.73,7.44,2.71
-2136,cmenasse,cmenasse/q-Taxi-v3,4.73,7.42,2.69
-2137,agostini,agostini/q-Taxi-v3,4.73,7.5,2.77
-2138,dmortell,dmortell/taxi-v3,4.73,7.48,2.75
-2139,Nasree,Nasree/q-Taxi-3,4.73,7.5,2.77
-2140,kujaomega,kujaomega/q-Taxi-v3,4.73,7.5,2.77
-2141,ytung,ytung/q-Taxi-v3,4.73,7.44,2.71
-2142,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73
-2143,Dharkelf,Dharkelf/Taxi-v3,4.720000000000001,7.48,2.76
-2144,wykonos,wykonos/Taxi-v3,4.720000000000001,7.5,2.78
-2145,uraskargi,uraskargi/q-Taxi-v3,4.720000000000001,7.48,2.76
-2146,OTQ,OTQ/q-Taxi-v3,4.720000000000001,7.5,2.78
-2147,Bunkerj,Bunkerj/q-Taxi-v3,4.720000000000001,7.5,2.78
-2148,goodacheez,goodacheez/q-Taxi-v3,4.720000000000001,7.48,2.76
-2149,pikodemo,pikodemo/q-Taxi-v3,4.720000000000001,7.5,2.78
+1945,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75
+1946,M331,M331/q-Taxi-v3,4.77,7.52,2.75
+1947,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75
+1948,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73
+1949,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73
+1950,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73
+1951,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75
+1952,cha00,cha00/taxi,4.77,7.52,2.75
+1953,zzmez,zzmez/taxi-v3,4.77,7.52,2.75
+1954,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73
+1955,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73
+1956,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73
+1957,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75
+1958,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73
+1959,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75
+1960,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73
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