diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1,7 +1,7 @@
 Ranking,User,Model,Results,Mean Reward,Std Reward
 1,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0
-2,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0
-3,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0
+2,unfinity,unfinity/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
@@ -23,2378 +23,2379 @@ 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,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-26,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
-27,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
-28,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
-29,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
-30,xerl,xerl/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,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
-33,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
-34,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
-35,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
-36,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
-37,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
-38,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
-39,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
-40,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
-41,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
-42,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
-43,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
-44,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+25,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62
+26,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+27,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62
+28,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62
+29,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62
+30,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62
+31,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62
+32,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62
+33,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62
+34,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62
+35,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62
+36,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62
+37,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62
+38,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62
+39,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62
+40,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59
+41,xian79,xian79/q-Taxi-v3,4.890000000000001,7.5,2.61
+42,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69
+43,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61
+44,shaaaanya,shaaaanya/taxi-v3-v2,4.890000000000001,7.58,2.69
 45,gaokaobishuati,gaokaobishuati/Taxi-v3,4.870000000000001,7.48,2.61
-46,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
-47,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
-48,Ibnout,Ibnout/q-Taxi-v3,4.87,7.5,2.63
-49,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
-50,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
-51,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
-52,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
-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,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
-56,rayedbw,rayedbw/q-Taxi-v3,4.859999999999999,7.58,2.72
-57,harikc456,harikc456/q-Taxi-v3,4.859999999999999,7.58,2.72
+46,TUMxudashuai,TUMxudashuai/q-Taxi-v3,4.87,7.5,2.63
+47,Jbot,Jbot/q-Taxi-v3,4.87,7.5,2.63
+48,redjohn08,redjohn08/Taxi-v3,4.87,7.5,2.63
+49,Chris1,Chris1/q-Taxi-v3,4.87,7.46,2.59
+50,mohammadbehdad,mohammadbehdad/q-Taxi-v3,4.87,7.5,2.63
+51,software-vagabond,software-vagabond/q-Taxi-v3,4.87,7.5,2.63
+52,Kastakin,Kastakin/q-Taxi-v3,4.87,7.5,2.63
+53,optimopium,optimopium/q-Taxi-v3,4.87,7.5,2.63
+54,jackhhhh,jackhhhh/Taxi-v3,4.87,7.5,2.63
+55,Ibnout,Ibnout/q-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
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 60,TokyoNights,TokyoNights/qTaxi-v3,4.8500000000000005,7.48,2.63
-61,arampacha,arampacha/q-Taxi-v3,4.8500000000000005,7.48,2.63
-62,lordsauron,lordsauron/Taxi-v3,4.8500000000000005,7.48,2.63
-63,psankesh9,psankesh9/deepRLunit2,4.8500000000000005,7.48,2.63
-64,ChhayaKumarDas,ChhayaKumarDas/TaxiV3,4.8500000000000005,7.48,2.63
-65,pseudo2010,pseudo2010/Taki_v3RL2,4.85,7.56,2.71
-66,vldnechai,vldnechai/q-taxi-v3,4.85,7.56,2.71
-67,Luksal,Luksal/q-Taxi-v3,4.85,7.56,2.71
-68,eldraco,eldraco/Taxi-v3,4.85,7.56,2.71
-69,Kimonode,Kimonode/Taxi-v3,4.85,7.56,2.71
-70,arenbeglaryan,arenbeglaryan/Taxi-v3,4.85,7.56,2.71
-71,sarthakc44,sarthakc44/q-Taxi-v3-500x6-v1,4.85,7.56,2.71
-72,Apocalypse-19,Apocalypse-19/q-Taxi-v3-2,4.85,7.56,2.71
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-81,anilkumar2444,anilkumar2444/q-taxi-v3-v1,4.85,7.56,2.71
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-83,bdrighes,bdrighes/Taxi-v3,4.85,7.56,2.71
-84,astein0,astein0/q-Taxi-v1,4.85,7.56,2.71
-85,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71
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-87,ahjim0m0,ahjim0m0/Taxi-uncle-4-lr02-n100k-g097-v3,4.85,7.56,2.71
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-96,ahjim0m0,ahjim0m0/Taxi-uncle-3-lr05-n100k-v3,4.85,7.56,2.71
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-98,sgauravm,sgauravm/q-Taxi-v3,4.85,7.56,2.71
-99,Art-phys,Art-phys/Taxi-v3_v1_1M,4.85,7.56,2.71
-100,Art-phys,Art-phys/Taxi-v3_v1,4.85,7.56,2.71
-101,sumitk,sumitk/taxi_test,4.85,7.56,2.71
-102,adrienJeg,adrienJeg/Taxi-v3,4.85,7.56,2.71
-103,Shot846,Shot846/Taxi-v3,4.85,7.56,2.71
-104,rovenr12,rovenr12/qlearning-Taxi-v3,4.85,7.56,2.71
-105,antoooooine,antoooooine/Q-Taxi-v3,4.85,7.56,2.71
-106,petergoldstein,petergoldstein/Taxi-v3-default,4.85,7.54,2.69
-107,Kenemo,Kenemo/q-learning-taxi-v3,4.85,7.56,2.71
-108,nhiro3303,nhiro3303/q-Taxi-v3,4.85,7.56,2.71
-109,mxbonn,mxbonn/Taxi-v3,4.85,7.56,2.71
-110,FnSK4R17s,FnSK4R17s/Taxi-v3,4.85,7.56,2.71
-111,Issacwong,Issacwong/q-Taxi-v3,4.85,7.56,2.71
-112,thackerhelik,thackerhelik/q-Taxi-v3,4.85,7.56,2.71
-113,NathanS-HuggingFace,NathanS-HuggingFace/Taxi,4.85,7.56,2.71
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-128,alexdavey,alexdavey/q-Taxi-v3,4.85,7.56,2.71
-129,saurabhnaik,saurabhnaik/Taxi-v3-fastdecay,4.85,7.56,2.71
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-1945,myu233,myu233/Taxi-v3,4.779999999999999,7.5,2.72
-1946,eoulster,eoulster/q-Taxi-v3,4.779999999999999,7.52,2.74
-1947,mohsin-x-zafar,mohsin-x-zafar/taxi-v3,4.779999999999999,7.5,2.72
-1948,ameyachitnis,ameyachitnis/Taxi-v3,4.779999999999999,7.5,2.72
-1949,paicup09,paicup09/q-Taxi-v3,4.779999999999999,7.5,2.72
-1950,Bluelemon883,Bluelemon883/q-Taxi-v3,4.779999999999999,7.52,2.74
-1951,Renzhi,Renzhi/Taxi-v3,4.779999999999999,7.5,2.72
-1952,OubeidAllahjb,OubeidAllahjb/Taxi-v3,4.779999999999999,7.5,2.72
-1953,mattjmattj,mattjmattj/HF_RL_unit2_taxi,4.779999999999999,7.5,2.72
-1954,Enterprize1,Enterprize1/q-taxi-v3,4.779999999999999,7.52,2.74
-1955,ViktorDo,ViktorDo/Taxi-v3,4.779999999999999,7.52,2.74
-1956,avalentina1-ramirez,avalentina1-ramirez/taxi,4.779999999999999,7.5,2.72
-1957,ericrincon,ericrincon/Qtable_taxi,4.779999999999999,7.5,2.72
-1958,mrahusain,mrahusain/q-Taxi-v3,4.779999999999999,7.5,2.72
-1959,mojemai,mojemai/q-Taxi-v1,4.779999999999999,7.5,2.72
-1960,prepsyched,prepsyched/q-Taxi-v3,4.779999999999999,7.5,2.72
-1961,KaSchr,KaSchr/q-Taxi-v1,4.779999999999999,7.52,2.74
-1962,Hariprasath28,Hariprasath28/Taxi-v3,4.779999999999999,7.5,2.72
-1963,farukbuldur,farukbuldur/q-Taxi-v3-001,4.779999999999999,7.5,2.72
-1964,thomasmeunierr,thomasmeunierr/q-Taxi-v3,4.779999999999999,7.5,2.72
-1965,alderucci,alderucci/experimental,4.779999999999999,7.5,2.72
-1966,egarciamartin,egarciamartin/q-Taxiv3,4.779999999999999,7.5,2.72
-1967,rsilg,rsilg/q-Taxi-v3,4.7700000000000005,7.48,2.71
-1968,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71
-1969,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71
-1970,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71
+1933,Segamboam,Segamboam/q-Taxi-v3,4.779999999999999,7.5,2.72
+1934,harshil128,harshil128/q-Taxi-v3,4.779999999999999,7.5,2.72
+1935,yangwj2011,yangwj2011/Taxi_v3_qlearning,4.779999999999999,7.5,2.72
+1936,jobeid1,jobeid1/jobeid1,4.779999999999999,7.52,2.74
+1937,thomasmeunierr,thomasmeunierr/q-Taxi-v3,4.779999999999999,7.5,2.72
+1938,Dilp,Dilp/Taxi-v3,4.779999999999999,7.5,2.72
+1939,quanxi,quanxi/q-Taxi-v3,4.779999999999999,7.5,2.72
+1940,shakabash,shakabash/q-Taxi-v3,4.779999999999999,7.5,2.72
+1941,lipee,lipee/q-taxi-v3,4.779999999999999,7.52,2.74
+1942,osbm,osbm/Taxi-v3-q-learning,4.779999999999999,7.5,2.72
+1943,eoulster,eoulster/q-Taxi-v3,4.779999999999999,7.52,2.74
+1944,dfomin,dfomin/q-Taxi-v3,4.779999999999999,7.52,2.74
+1945,jayeshgar,jayeshgar/q-Taxi-v3,4.779999999999999,7.52,2.74
+1946,coledie,coledie/q-Taxi-v3,4.779999999999999,7.5,2.72
+1947,myu233,myu233/Taxi-v3,4.779999999999999,7.5,2.72
+1948,ChechkovEugene,ChechkovEugene/q-Taxi-v3,4.779999999999999,7.52,2.74
+1949,Renzhi,Renzhi/Taxi-v3,4.779999999999999,7.5,2.72
+1950,surprisal-optimizer,surprisal-optimizer/q-Taxi-v3,4.779999999999999,7.5,2.72
+1951,paicup09,paicup09/q-Taxi-v3,4.779999999999999,7.5,2.72
+1952,Bluelemon883,Bluelemon883/q-Taxi-v3,4.779999999999999,7.52,2.74
+1953,mantury,mantury/q-taxi-v3,4.779999999999999,7.52,2.74
+1954,mantury,mantury/taxi-v3,4.779999999999999,7.52,2.74
+1955,KaSchr,KaSchr/q-Taxi-v1,4.779999999999999,7.52,2.74
+1956,moabdelg-org,moabdelg-org/Taxi-V3-noDL-qtable,4.779999999999999,7.5,2.72
+1957,OubeidAllahjb,OubeidAllahjb/Taxi-v3,4.779999999999999,7.5,2.72
+1958,shuojiang,shuojiang/q-Taxi-v3,4.779999999999999,7.5,2.72
+1959,Ricardmc99,Ricardmc99/q-Taxi-v3,4.779999999999999,7.5,2.72
+1960,farukbuldur,farukbuldur/q-Taxi-v3-001,4.779999999999999,7.5,2.72
+1961,Hariprasath28,Hariprasath28/Taxi-v3,4.779999999999999,7.5,2.72
+1962,prepsyched,prepsyched/q-Taxi-v3,4.779999999999999,7.5,2.72
+1963,orenk,orenk/q-Taxi-v3,4.779999999999999,7.52,2.74
+1964,Nishant91,Nishant91/q-Taxi-v3,4.779999999999999,7.5,2.72
+1965,emre06c,emre06c/EC_Taxi_v3,4.779999999999999,7.5,2.72
+1966,rhiga,rhiga/q-Taxi-v3,4.779999999999999,7.5,2.72
+1967,HungDuy,HungDuy/Taxi-v3,4.779999999999999,7.52,2.74
+1968,rsilg,rsilg/q-Taxi-v3,4.7700000000000005,7.48,2.71
+1969,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71
+1970,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67
 1971,jwoods,jwoods/Taxi-v3,4.7700000000000005,7.48,2.71
-1972,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67
-1973,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71
-1974,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71
+1972,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71
+1973,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71
+1974,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71
 1975,ApolloFilippou,ApolloFilippou/Taxi-v3,4.7700000000000005,7.48,2.71
-1976,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73
-1977,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75
-1978,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73
-1979,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75
-1980,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73
-1981,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73
-1982,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73
-1983,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73
-1984,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73
-1985,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73
-1986,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75
-1987,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73
-1988,zzmez,zzmez/taxi-v3,4.77,7.52,2.75
-1989,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75
-1990,M331,M331/q-Taxi-v3,4.77,7.52,2.75
-1991,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73
-1992,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73
+1976,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71
+1977,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73
+1978,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75
+1979,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73
+1980,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75
+1981,M331,M331/q-Taxi-v3,4.77,7.52,2.75
+1982,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73
+1983,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73
+1984,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73
+1985,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75
+1986,zzmez,zzmez/taxi-v3,4.77,7.52,2.75
+1987,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73
+1988,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73
+1989,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75
+1990,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73
+1991,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73
+1992,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75
 1993,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75
-1994,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73
-1995,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73
-1996,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75
-1997,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73
-1998,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73
-1999,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73
-2000,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69
-2001,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75
-2002,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73
-2003,magooie,magooie/q-taxi-v1,4.77,7.52,2.75
-2004,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75
-2005,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73
-2006,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75
-2007,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75
-2008,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73
-2009,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73
-2010,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75
-2011,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75
+1994,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73
+1995,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75
+1996,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75
+1997,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73
+1998,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73
+1999,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73
+2000,magooie,magooie/q-taxi-v1,4.77,7.52,2.75
+2001,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75
+2002,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73
+2003,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73
+2004,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73
+2005,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73
+2006,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73
+2007,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75
+2008,cha00,cha00/taxi,4.77,7.52,2.75
+2009,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73
+2010,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75
+2011,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73
 2012,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73
-2013,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75
-2014,cha00,cha00/taxi,4.77,7.52,2.75
-2015,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73
-2016,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73
-2017,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73
-2018,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73
-2019,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73
-2020,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73
-2021,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75
-2022,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73
-2023,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68
-2024,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76
-2025,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76
-2026,chans,chans/taxi-v3,4.76,7.52,2.76
-2027,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76
-2028,lordpepe,lordpepe/Taxi-v3,4.76,7.44,2.68
+2013,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75
+2014,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69
+2015,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73
+2016,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73
+2017,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73
+2018,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73
+2019,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73
+2020,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75
+2021,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75
+2022,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73
+2023,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73
+2024,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76
+2025,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76
+2026,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76
+2027,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74
+2028,chans,chans/taxi-v3,4.76,7.52,2.76
 2029,mpetrikov,mpetrikov/unit2-taxi3,4.76,7.48,2.72
-2030,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68
-2031,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72
-2032,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74
-2033,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74
-2034,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74
-2035,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76
-2036,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76
-2037,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76
-2038,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76
-2039,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76
-2040,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76
-2041,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72
-2042,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76
-2043,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76
-2044,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76
-2045,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76
-2046,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72
-2047,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76
-2048,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76
-2049,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76
-2050,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7
-2051,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74
-2052,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76
-2053,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76
-2054,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76
-2055,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76
-2056,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77
-2057,Laide,Laide/Taxi-v3,4.75,7.5,2.75
-2058,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73
-2059,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75
-2060,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75
-2061,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71
-2062,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75
-2063,irgallard,irgallard/taxi-v3,4.75,7.5,2.75
-2064,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75
-2065,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75
-2066,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75
-2067,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75
-2068,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75
-2069,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67
-2070,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75
-2071,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77
-2072,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75
-2073,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75
-2074,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77
-2075,issajatt,issajatt/taxi-v3,4.75,7.48,2.73
-2076,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77
-2077,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77
-2078,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77
-2079,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75
-2080,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75
-2081,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77
-2082,charlago,charlago/Taxi-v3,4.75,7.52,2.77
-2083,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77
-2084,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75
-2085,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77
-2086,unagui,unagui/taxiv0,4.75,7.5,2.75
-2087,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73
-2088,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73
-2089,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71
-2090,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77
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