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,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 -4,unfinity,unfinity/q-Taxi-v3-bug,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,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 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 @@ -23,901 +23,901 @@ 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,Forkits,Forkits/Taxi-v3,4.8999999999999995,7.52,2.62 -26,yeounyi,yeounyi/Taxi-v3,4.8999999999999995,7.52,2.62 -27,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 +25,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 +26,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 +27,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 28,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 29,linksaiyajin,linksaiyajin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -30,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 -31,pabloyesteb,pabloyesteb/q-Taxi-v3,4.8999999999999995,7.52,2.62 -32,alikolling,alikolling/Taxi-v3,4.8999999999999995,7.52,2.62 +30,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 +31,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 +32,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 33,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 -34,orepin,orepin/q-Taxi-v3,4.8999999999999995,7.52,2.62 -35,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 -36,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -37,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -38,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -39,shaaaanya,shaaaanya/taxi-v3,4.890000000000001,7.58,2.69 -40,nakanolab,nakanolab/q-Taxi-v3,4.890000000000001,7.5,2.61 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-989,alefarasin,alefarasin/q-Taxi-v3,4.85,7.56,2.71 -990,Against61,Against61/q-Taxi-v3,4.85,7.56,2.71 -991,Boristss,Boristss/taxi_tutut,4.85,7.56,2.71 -992,zhangjian94cn,zhangjian94cn/Taxi-v3,4.85,7.56,2.71 -993,ghze,ghze/Taxi-v3,4.85,7.56,2.71 -994,rcanand,rcanand/q-Taxi-v3,4.85,7.56,2.71 -995,JMillan,JMillan/q-Taxi-v3,4.85,7.56,2.71 -996,Dugerij,Dugerij/q-Taxi-v3,4.85,7.56,2.71 -997,ubiqtuitin,ubiqtuitin/q-Taxi-v3,4.85,7.54,2.69 -998,arpitvaghela,arpitvaghela/q-Taxi-v3,4.85,7.56,2.71 -999,Klinsc,Klinsc/q-Taxi-v3,4.85,7.52,2.67 -1000,Tstarshak,Tstarshak/q-Taxi-v3,4.85,7.56,2.71 -1001,thenewcompany,thenewcompany/q-Taxi-v3,4.85,7.56,2.71 -1002,meln1k,meln1k/q-Taxi-v3-v1,4.85,7.56,2.71 -1003,bishmoy,bishmoy/q-Taxi-v3,4.85,7.56,2.71 +968,Boristss,Boristss/taxi_tutut,4.85,7.56,2.71 +969,Curiolearner,Curiolearner/q-Taxi-v3,4.85,7.56,2.71 +970,olianate,olianate/q-Taxi-v3,4.85,7.56,2.71 +971,phyous,phyous/q-Taxi-v3-2,4.85,7.56,2.71 +972,joitandr,joitandr/q-Taxi-v3,4.85,7.56,2.71 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-1011,sevlabr,sevlabr/q-Taxi-v3,4.85,7.56,2.71 -1012,jcastanyo,jcastanyo/q-Taxi-v3,4.85,7.56,2.71 -1013,samuelabc,samuelabc/q-taxi-v3,4.85,7.56,2.71 -1014,UsuallyPoncho,UsuallyPoncho/Taxi-v3,4.85,7.56,2.71 -1015,zeyefkey,zeyefkey/q-Taxi-v3.2,4.85,7.56,2.71 -1016,bikram98237,bikram98237/taxi_v3,4.85,7.56,2.71 -1017,bikram98237,bikram98237/taxi_v2,4.85,7.56,2.71 -1018,bikram98237,bikram98237/taxi_v1,4.85,7.56,2.71 -1019,moghis,moghis/my-RL-Taxi-v3,4.85,7.56,2.71 -1020,charleschen2022,charleschen2022/Taxi-v3,4.85,7.56,2.71 -1021,Gerard9,Gerard9/taxi-v3,4.85,7.56,2.71 -1022,thiendio,thiendio/q-learning-Taxi-v3,4.85,7.56,2.71 -1023,jcnecio,jcnecio/QTable-Taxi-v3,4.85,7.56,2.71 -1024,AzzamRadman,AzzamRadman/taxi-v3,4.85,7.56,2.71 -1025,ying-zh,ying-zh/q-Taxi-v3,4.85,7.56,2.71 -1026,zeeshan-sardar,zeeshan-sardar/Taxi-v3,4.85,7.54,2.69 -1027,QuickSilver007,QuickSilver007/rlv2unit2_q-Taxi-v3,4.85,7.56,2.71 -1028,sujithkumar6502,sujithkumar6502/Taxi-v3-qlearning,4.85,7.56,2.71 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+1831,zxia-at-smth,zxia-at-smth/q-Taxi-v3,4.779999999999999,7.52,2.74 +1832,osbm,osbm/Taxi-v3-q-learning,4.779999999999999,7.5,2.72 +1833,coledie,coledie/q-Taxi-v3,4.779999999999999,7.5,2.72 +1834,djib2011,djib2011/q-Taxi-v3,4.779999999999999,7.52,2.74 +1835,ramonzaca,ramonzaca/q-Taxi-v3,4.779999999999999,7.52,2.74 +1836,OubeidAllahjb,OubeidAllahjb/Taxi-v3,4.779999999999999,7.5,2.72 +1837,alderucci,alderucci/experimental,4.779999999999999,7.5,2.72 +1838,avalentina1-ramirez,avalentina1-ramirez/taxi,4.779999999999999,7.5,2.72 +1839,KaSchr,KaSchr/q-Taxi-v1,4.779999999999999,7.52,2.74 +1840,Dilp,Dilp/Taxi-v3,4.779999999999999,7.5,2.72 +1841,wanxiangche,wanxiangche/Taxi-v3,4.779999999999999,7.5,2.72 +1842,javiervela,javiervela/q-Taxi-v3,4.779999999999999,7.52,2.74 +1843,yarafa,yarafa/Taxi-v3,4.779999999999999,7.52,2.74 +1844,ryanaspen,ryanaspen/q-Taxi-v3,4.779999999999999,7.52,2.74 +1845,css919,css919/q-Taxi-v3,4.779999999999999,7.5,2.72 +1846,johnhudzinatr,johnhudzinatr/q-Taxi-v3,4.779999999999999,7.52,2.74 +1847,BrandonJaip,BrandonJaip/Taxi-v3-q,4.779999999999999,7.5,2.72 +1848,egarciamartin,egarciamartin/q-Taxiv3,4.779999999999999,7.5,2.72 +1849,mojoee,mojoee/taxi-v3,4.779999999999999,7.5,2.72 +1850,Nishant91,Nishant91/q-Taxi-v3,4.779999999999999,7.5,2.72 +1851,rami8k,rami8k/Taxi-v3,4.779999999999999,7.5,2.72 +1852,Gaivoronsky,Gaivoronsky/Taxi,4.779999999999999,7.52,2.74 +1853,ChechkovEugene,ChechkovEugene/q-Taxi-v3,4.779999999999999,7.52,2.74 +1854,ameyachitnis,ameyachitnis/Taxi-v3,4.779999999999999,7.5,2.72 +1855,farukbuldur,farukbuldur/q-Taxi-v3-001,4.779999999999999,7.5,2.72 +1856,eoulster,eoulster/q-Taxi-v3,4.779999999999999,7.52,2.74 +1857,Farzad-ES,Farzad-ES/Taxi-v3_v1,4.779999999999999,7.52,2.74 +1858,jayeshgar,jayeshgar/q-Taxi-v3,4.779999999999999,7.52,2.74 +1859,pneubauer,pneubauer/basic-q-Taxi-v3,4.779999999999999,7.52,2.74 +1860,jeffshang,jeffshang/tax3,4.779999999999999,7.5,2.72 +1861,dfomin,dfomin/q-Taxi-v3,4.779999999999999,7.52,2.74 +1862,Enterprize1,Enterprize1/q-taxi-v3,4.779999999999999,7.52,2.74 +1863,emre06c,emre06c/EC_Taxi_v3,4.779999999999999,7.5,2.72 +1864,Renzhi,Renzhi/Taxi-v3,4.779999999999999,7.5,2.72 +1865,labicquette,labicquette/taxi-v3,4.779999999999999,7.5,2.72 +1866,moabdelg-org,moabdelg-org/Taxi-V3-noDL-qtable,4.779999999999999,7.5,2.72 +1867,quanxi,quanxi/q-Taxi-v3,4.779999999999999,7.5,2.72 +1868,mantury,mantury/q-taxi-v3,4.779999999999999,7.52,2.74 +1869,mantury,mantury/taxi-v3,4.779999999999999,7.52,2.74 +1870,Segamboam,Segamboam/q-Taxi-v3,4.779999999999999,7.5,2.72 +1871,Hariprasath28,Hariprasath28/Taxi-v3,4.779999999999999,7.5,2.72 +1872,jobeid1,jobeid1/jobeid1,4.779999999999999,7.52,2.74 +1873,mohsin-x-zafar,mohsin-x-zafar/q-Taxi-v3,4.779999999999999,7.5,2.72 +1874,HungDuy,HungDuy/Taxi-v3,4.779999999999999,7.52,2.74 +1875,surprisal-optimizer,surprisal-optimizer/q-Taxi-v3,4.779999999999999,7.5,2.72 +1876,mrahusain,mrahusain/q-Taxi-v3,4.779999999999999,7.5,2.72 +1877,Your-Cheese,Your-Cheese/Taxi-V3,4.779999999999999,7.52,2.74 +1878,Michunie,Michunie/Fast-Taxi-v3,4.779999999999999,7.5,2.72 +1879,myu233,myu233/Taxi-v3,4.779999999999999,7.5,2.72 +1880,thomasmeunierr,thomasmeunierr/q-Taxi-v3,4.779999999999999,7.5,2.72 +1881,prepsyched,prepsyched/q-Taxi-v3,4.779999999999999,7.5,2.72 +1882,jwoods,jwoods/Taxi-v3,4.7700000000000005,7.48,2.71 +1883,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67 +1884,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71 +1885,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71 +1886,khaled5321,khaled5321/Taxi-v3,4.7700000000000005,7.48,2.71 +1887,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71 +1888,barry0121,barry0121/unit2-Taxi3,4.7700000000000005,7.48,2.71 +1889,ApolloFilippou,ApolloFilippou/Taxi-v3,4.7700000000000005,7.48,2.71 +1890,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73 +1891,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73 +1892,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73 +1893,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75 +1894,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73 +1895,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75 1896,fx1H,fx1H/q-Taxi-v3,4.77,7.5,2.73 -1897,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75 -1898,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 -1899,amoselberg,amoselberg/qlearning_taxi,4.77,7.52,2.75 -1900,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 -1901,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 -1902,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73 +1897,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73 +1898,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75 +1899,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 +1900,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73 +1901,rootacess,rootacess/Taxi-v3,4.77,7.52,2.75 +1902,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73 1903,angelinux,angelinux/q-Taxi-v3,4.77,7.5,2.73 -1904,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 -1905,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 -1906,M331,M331/q-Taxi-v3,4.77,7.52,2.75 -1907,Mikepool117,Mikepool117/Taxi-v3,4.77,7.5,2.73 -1908,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73 -1909,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75 -1910,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 -1911,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73 -1912,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75 -1913,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 -1914,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 +1904,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 +1905,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75 +1906,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 +1907,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 +1908,liweiliu,liweiliu/Taxi-v3,4.77,7.5,2.73 +1909,zzmez,zzmez/taxi-v3,4.77,7.52,2.75 +1910,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73 +1911,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75 +1912,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 +1913,victormmp1,victormmp1/Taxi-v3-q-learning,4.77,7.5,2.73 +1914,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73 1915,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73 -1916,zhanghwei,zhanghwei/Taxi-v3,4.77,7.5,2.73 -1917,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73 -1918,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73 -1919,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 -1920,kasunw,kasunw/q-Taxi-v3,4.77,7.52,2.75 -1921,zzmez,zzmez/taxi-v3,4.77,7.52,2.75 -1922,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73 -1923,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73 -1924,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75 -1925,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 -1926,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73 -1927,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73 -1928,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73 -1929,robkayinto,robkayinto/ThursdayFebruary_2_2023,4.77,7.5,2.73 -1930,MetaAnomie,MetaAnomie/q-Taxi-v3,4.77,7.5,2.73 -1931,setareh1,setareh1/Taxi-v3,4.77,7.52,2.75 -1932,timjwhite,timjwhite/tim-Taxiv3,4.77,7.5,2.73 -1933,cha00,cha00/taxi,4.77,7.52,2.75 -1934,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 -1935,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76 -1936,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 -1937,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 -1938,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76 -1939,chans,chans/taxi-v3,4.76,7.52,2.76 -1940,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76 -1941,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 -1942,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76 -1943,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 -1944,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 -1945,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76 -1946,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76 -1947,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76 -1948,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -1949,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 -1950,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76 -1951,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 -1952,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76 -1953,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72 -1954,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76 -1955,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76 -1956,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 -1957,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 -1958,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 -1959,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 -1960,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76 -1961,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 -1962,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 -1963,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 -1964,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 -1965,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 -1966,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 -1967,Dabe,Dabe/Taxi,4.75,7.5,2.75 -1968,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -1969,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -1970,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75 -1971,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -1972,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -1973,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 -1974,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -1975,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 -1976,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -1977,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -1978,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -1979,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 -1980,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 -1981,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -1982,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 -1983,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -1984,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 -1985,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 -1986,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -1987,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -1988,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -1989,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 -1990,unagui,unagui/taxiv0,4.75,7.5,2.75 -1991,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77 -1992,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -1993,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75 -1994,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75 -1995,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -1996,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 -1997,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75 -1998,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 -1999,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 -2000,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77 -2001,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -2002,kuan2,kuan2/taxi,4.75,7.52,2.77 -2003,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -2004,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 -2005,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75 -2006,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77 -2007,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 -2008,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -2009,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -2010,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 -2011,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -2012,issajatt,issajatt/taxi-v3,4.75,7.48,2.73 -2013,Todmy,Todmy/Taxi_q_learning,4.75,7.52,2.77 -2014,BerserkerMother,BerserkerMother/Taxi-v3,4.75,7.52,2.77 -2015,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -2016,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -2017,jontromanab,jontromanab/taxi,4.74,7.5,2.76 -2018,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 -2019,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 -2020,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76 -2021,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 -2022,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -2023,luhx,luhx/Taxi-v3,4.74,7.48,2.74 -2024,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 -2025,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -2026,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -2027,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -2028,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -2029,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -2030,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 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-2050,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 -2051,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 -2052,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -2053,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74 -2054,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -2055,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -2056,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -2057,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -2058,varo,varo/Taxi-v3,4.74,7.48,2.74 -2059,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 +1916,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75 +1917,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 +1918,hectorjelly,hectorjelly/taxiv1a,4.77,7.52,2.75 +1919,camartinezbu,camartinezbu/q-Taxi-v3,4.77,7.5,2.73 +1920,milad-kazemi,milad-kazemi/Taxi-v3,4.77,7.52,2.75 +1921,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 +1922,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 +1923,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 +1924,M331,M331/q-Taxi-v3,4.77,7.52,2.75 +1925,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 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