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-broken-eval-seed,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,unfinity,unfinity/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 @@ -23,2325 +23,2326 @@ 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,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 -26,samzoozi,samzoozi/taxi-v3,4.8999999999999995,7.52,2.62 -27,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 -28,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -29,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 -30,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -31,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +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,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -34,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62 -35,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -36,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -37,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62 -38,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -39,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -40,romgrelier,romgrelier/drl_course_qlearning_Taxi-v3,4.890000000000001,7.48,2.59 -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 +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 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-64,sgauravm,sgauravm/q-Taxi-v3,4.85,7.56,2.71 -65,dn-gh,dn-gh/Q-Taxi-v3-3,4.85,7.56,2.71 -66,Schwarzschild009,Schwarzschild009/q-Taxi-v3,4.85,7.56,2.71 -67,dn-gh,dn-gh/Q-Taxi-v3-4,4.85,7.56,2.71 -68,Art-phys,Art-phys/Taxi-v3_v1_1M,4.85,7.56,2.71 -69,bnowak1831,bnowak1831/q-taxi-v3,4.85,7.56,2.71 -70,mxbonn,mxbonn/Taxi-v3,4.85,7.56,2.71 -71,SinusCosinus,SinusCosinus/q-Taxi-v3,4.85,7.56,2.71 -72,dhmeltzer,dhmeltzer/q-Taxi-v3-25_5_4,4.85,7.56,2.71 -73,ThuyVuPhuong,ThuyVuPhuong/q-Taxi_v3,4.85,7.56,2.71 -74,parallelq,parallelq/q-Taxi-v3,4.85,7.56,2.71 -75,YoavWigelman,YoavWigelman/Taxi-v3,4.85,7.56,2.71 -76,saurabhnaik,saurabhnaik/Taxi-v3-fastdecay,4.85,7.56,2.71 -77,henripett,henripett/taxiV3_improved,4.85,7.56,2.71 -78,Art-phys,Art-phys/Taxi-v3_v1,4.85,7.56,2.71 -79,catactivationsound,catactivationsound/q-Taxi-v3,4.85,7.56,2.71 -80,Tingwen,Tingwen/Taxi-v3,4.85,7.56,2.71 -81,gaarsmu,gaarsmu/Taxi-v3_125k,4.85,7.56,2.71 -82,11Spades,11Spades/q-Taxi-v3,4.85,7.52,2.67 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-103,jjpp3301,jjpp3301/q-Taxi-v3,4.85,7.56,2.71 -104,jjlira,jjlira/TestingPepe,4.85,7.56,2.71 -105,FnSK4R17s,FnSK4R17s/Taxi-v3,4.85,7.56,2.71 -106,NikosKokkini,NikosKokkini/q-taxi_v3,4.85,7.56,2.71 -107,mallycrip,mallycrip/taxi-v3-2,4.85,7.56,2.71 -108,robinsk8a,robinsk8a/Taxi-v3,4.85,7.56,2.71 -109,koosangjun,koosangjun/q-Taxi-v3,4.85,7.56,2.71 -110,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -111,YoriV,YoriV/q-Taxi-v3,4.85,7.56,2.71 -112,gokuls,gokuls/Taxi-v3,4.85,7.56,2.71 -113,MakiPan,MakiPan/Taxi-v3-Q-Learning,4.85,7.56,2.71 -114,niks-salodkar,niks-salodkar/q-table-taxiv3,4.85,7.56,2.71 -115,charlieoneill,charlieoneill/taxi_v3_q_learning_long_train,4.85,7.56,2.71 -116,Mihail-P,Mihail-P/Taxi-v3,4.85,7.56,2.71 -117,sachaguer,sachaguer/q-Taxiv3,4.85,7.56,2.71 -118,khengkok,khengkok/taxi_pickup,4.85,7.56,2.71 -119,Isaac009,Isaac009/Q_learning-TAXI-V3,4.85,7.54,2.69 -120,cleth,cleth/q-Taxi-v3,4.85,7.56,2.71 -121,jucamohedano,jucamohedano/q-Taxi-v3,4.85,7.56,2.71 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+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 +1929,ApolloFilippou,ApolloFilippou/Taxi-v3,4.7700000000000005,7.48,2.71 +1930,yyfairstein,yyfairstein/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,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69 -1942,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73 -1943,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 -1944,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73 -1945,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73 -1946,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 -1947,zzmez,zzmez/taxi-v3,4.77,7.52,2.75 +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,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 -1950,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 -1951,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73 -1952,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73 -1953,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 -1954,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73 +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,cha00,cha00/taxi,4.77,7.52,2.75 -1957,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 -1958,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75 -1959,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73 -1960,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73 -1961,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 -1962,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75 -1963,rr3khan,rr3khan/q-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,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73 -1966,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 -1967,dcduplooy,dcduplooy/q-Taxi-v3,4.77,7.52,2.75 -1968,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73 -1969,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73 -1970,M331,M331/q-Taxi-v3,4.77,7.52,2.75 -1971,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 -1972,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73 -1973,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73 -1974,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75 -1975,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73 -1976,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 -1977,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75 -1978,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 -1979,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 -1980,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76 -1981,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 -1982,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76 -1983,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 -1984,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76 -1985,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 -1986,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72 -1987,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76 -1988,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76 -1989,chans,chans/taxi-v3,4.76,7.52,2.76 +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 +1969,aidiary,aidiary/q-Taxi-v3,4.77,7.5,2.73 +1970,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 +1971,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73 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-1991,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -1992,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 -1993,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76 -1994,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 -1995,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76 -1996,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76 -1997,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 -1998,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 -1999,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76 -2000,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76 -2001,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76 -2002,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 -2003,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 -2004,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 -2005,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 -2006,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76 -2007,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 -2008,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 -2009,lordpepe,lordpepe/Taxi-v3,4.76,7.44,2.68 -2010,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 -2011,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -2012,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -2013,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -2014,unagui,unagui/taxiv0,4.75,7.5,2.75 -2015,issajatt,issajatt/taxi-v3,4.75,7.48,2.73 -2016,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75 -2017,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75 -2018,NiscR,NiscR/TaxiV4,4.75,7.5,2.75 -2019,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -2020,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -2021,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 -2022,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 -2023,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 -2024,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -2025,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -2026,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77 -2027,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 -2028,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -2029,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -2030,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -2031,Dabe,Dabe/Taxi,4.75,7.5,2.75 -2032,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 -2033,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 -2034,kuan2,kuan2/taxi,4.75,7.52,2.77 -2035,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 -2036,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 -2037,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75 -2038,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -2039,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -2040,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -2041,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -2042,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 -2043,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -2044,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -2045,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 -2046,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -2047,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77 -2048,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -2049,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 -2050,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75 -2051,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77 -2052,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77 -2053,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 -2054,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75 -2055,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 -2056,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -2057,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77 -2058,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 -2059,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -2060,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76 -2061,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -2062,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 -2063,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 -2064,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 -2065,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74 -2066,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -2067,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -2068,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74 -2069,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -2070,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 -2071,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76 -2072,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -2073,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 -2074,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 -2075,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 -2076,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 -2077,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76 -2078,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 -2079,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 -2080,amiri-amin,amiri-amin/taxi_default,4.74,7.48,2.74 -2081,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -2082,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76 -2083,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -2084,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -2085,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 -2086,varo,varo/Taxi-v3,4.74,7.48,2.74 -2087,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 -2088,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 -2089,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 -2090,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -2091,Broonion,Broonion/RLcourse-unit2-Taxi-V3,4.74,7.48,2.74 -2092,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 -2093,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -2094,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 -2095,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -2096,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -2097,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76 -2098,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -2099,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74 -2100,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 -2101,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 -2102,jontromanab,jontromanab/taxi,4.74,7.5,2.76 -2103,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76 -2104,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -2105,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -2106,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 -2107,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74 -2108,luhx,luhx/Taxi-v3,4.74,7.48,2.74 -2109,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -2110,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 -2111,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 -2112,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 -2113,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -2114,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 -2115,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 -2116,ytung,ytung/q-Taxi-v3,4.73,7.44,2.71 -2117,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73 -2118,SharpNLight,SharpNLight/q-taxi-v3-simple,4.73,7.44,2.71 -2119,RohithKumar,RohithKumar/Q1-Taxi,4.73,7.46,2.73 -2120,agostini,agostini/q-Taxi-v3,4.73,7.5,2.77 -2121,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71 -2122,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73 -2123,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75 -2124,bastienm,bastienm/Taxi-v3,4.73,7.44,2.71 -2125,Avenger12321,Avenger12321/taxi,4.73,7.46,2.73 -2126,jame7700,jame7700/Taxi,4.73,7.48,2.75 -2127,debin,debin/Taxi-v3,4.73,7.48,2.75 -2128,kujaomega,kujaomega/q-Taxi-v3,4.73,7.5,2.77 -2129,gatardochi,gatardochi/q-Taxi-v3,4.73,7.5,2.77 -2130,astefani,astefani/taxi-v3-dqn,4.73,7.46,2.73 -2131,cmenasse,cmenasse/q-Taxi-v3,4.73,7.42,2.69 -2132,mdround,mdround/q-Taxi-v3,4.73,7.5,2.77 -2133,dmortell,dmortell/taxi-v3,4.73,7.48,2.75 -2134,Sirianth,Sirianth/taxi,4.73,7.48,2.75 -2135,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75 -2136,matt-guay,matt-guay/q-Taxi-v3,4.73,7.44,2.71 -2137,Nasree,Nasree/q-Taxi-3,4.73,7.5,2.77 -2138,wjmm,wjmm/Taxi-v3,4.720000000000001,7.5,2.78 -2139,uraskargi,uraskargi/q-Taxi-v3,4.720000000000001,7.48,2.76 -2140,Bunkerj,Bunkerj/q-Taxi-v3,4.720000000000001,7.5,2.78 -2141,carolinainmymind,carolinainmymind/Taxi-v3,4.720000000000001,7.5,2.78 -2142,RokudouMukuro,RokudouMukuro/q-Taxi-v3,4.720000000000001,7.48,2.76 -2143,wykonos,wykonos/Taxi-v3,4.720000000000001,7.5,2.78 -2144,RayKau,RayKau/taxi,4.720000000000001,7.5,2.78 -2145,Agog,Agog/Taxi-v3,4.720000000000001,7.5,2.78 -2146,Dharkelf,Dharkelf/Taxi-v3,4.720000000000001,7.48,2.76 -2147,OTQ,OTQ/q-Taxi-v3,4.720000000000001,7.5,2.78 -2148,ashishj20,ashishj20/q-Taxi-v3,4.720000000000001,7.5,2.78 -2149,xnpeng,xnpeng/Taxi-v3,4.720000000000001,7.5,2.78 -2150,pikodemo,pikodemo/q-Taxi-v3,4.720000000000001,7.5,2.78 -2151,cyeet,cyeet/q-Taxi-v3,4.720000000000001,7.48,2.76 -2152,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 -2153,bettyhxb,bettyhxb/q-Taxi-v3,4.720000000000001,7.5,2.78 -2154,flowerpot76,flowerpot76/q-Taxi-v3,4.720000000000001,7.48,2.76 -2155,goodacheez,goodacheez/q-Taxi-v3,4.720000000000001,7.48,2.76 -2156,danielcfho,danielcfho/q-Taxi-v3,4.720000000000001,7.5,2.78 -2157,AxlDM124,AxlDM124/Taxi-v3,4.72,7.46,2.74 +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 +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 +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 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