diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv" --- "a/Taxi-v3.csv" +++ "b/Taxi-v3.csv" @@ -20,1432 +20,1432 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 19,peteozegov,peteozegov/q-Taxi-v3,5.86,8.4,2.54 20,TaTo69,TaTo69/q-taxi-v8,5.85,8.29,2.44 21,MattStammers,MattStammers/Taxi-v3-final,5.6899999999999995,8.34,2.65 -22,zap-thamm,zap-thamm/PPO-Taxi-v3,5.629999999999999,8.7,3.07 -23,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66 -24,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48 -25,WilliamADSP,WilliamADSP/Taxi_v3,5.47,8.09,2.62 -26,Emperor,Emperor/q-Taxi-v3-500-random-seed-1000-episodes,5.3,7.89,2.59 -27,zap-thamm,zap-thamm/QLearning-Taxi-v3,5.199999999999999,8.18,2.98 -28,Knight85,Knight85/q-Taxi-v3,5.18,7.87,2.69 -29,Lodeing,Lodeing/Taxi-v3,5.14,7.93,2.79 -30,qxakshat,qxakshat/Taxi-v3,5.119999999999999,8.04,2.92 -31,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55 -32,jordandavis,jordandavis/q-Taxi-v3,5.029999999999999,7.59,2.56 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-1778,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps,4.85,7.56,2.71 -1779,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-500_steps,4.85,7.56,2.71 -1780,DelusionalDreams,DelusionalDreams/Taxi-v3-35k,4.85,7.56,2.71 -1781,Deisler,Deisler/q-Taxi-v3-25x5x4-6-35000,4.85,7.56,2.71 -1782,Deisler,Deisler/q-Taxi-v3-25x5x4-6,4.85,7.56,2.71 -1783,Decyphir,Decyphir/Taxi-v3-qtable,4.85,7.56,2.71 -1784,DavidCollier,DavidCollier/q-Taxi-v3,4.85,7.56,2.71 -1785,Davegd,Davegd/DaveTaxi-v3,4.85,7.56,2.71 -1786,DarkRodry,DarkRodry/Taxi-v3-custom,4.85,7.56,2.71 -1787,DarkAirforce,DarkAirforce/Taxi-v3,4.85,7.56,2.71 -1788,Darisian,Darisian/taxi-v3,4.85,7.56,2.71 -1789,Dardare,Dardare/Unit2_Taxi,4.85,7.56,2.71 -1790,DaniilSirota,DaniilSirota/Taxi,4.85,7.56,2.71 -1791,Danihu,Danihu/taxi_goes_brrrrr_2,4.85,7.56,2.71 -1792,Danihu,Danihu/taxi_goes_brrrrr,4.85,7.56,2.71 -1793,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71 -1794,DanAllford,DanAllford/Q-learning-taxi-v3,4.85,7.56,2.71 -1795,DContrerasF,DContrerasF/Taxi-v3-standard,4.85,7.56,2.71 -1796,DBusAI,DBusAI/q-Taxi-v3,4.85,7.56,2.71 -1797,CzarnyRycerz,CzarnyRycerz/taxi-v3-q-table,4.85,7.56,2.71 -1798,Curiolearner,Curiolearner/q-Taxi-v3,4.85,7.56,2.71 -1799,CreativeEvolution,CreativeEvolution/q-Taxi-v3,4.85,7.56,2.71 -1800,Corianas,Corianas/Corianas-Taxi-v3-b,4.85,7.56,2.71 -1801,Corianas,Corianas/Corianas-Taxi-v3,4.85,7.56,2.71 -1802,CoreyMorris,CoreyMorris/q-Taxi-v3,4.85,7.56,2.71 -1803,Convolution,Convolution/q-Taxi-v3,4.85,7.56,2.71 -1804,Convolution,Convolution/Taxi-v3,4.85,7.56,2.71 -1805,ColDan,ColDan/RL_Han_2023,4.85,7.56,2.71 -1806,Closen,Closen/q-Taxi-v3,4.85,7.56,2.71 -1807,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71 -1808,Clawoo,Clawoo/q-Taxi-v3,4.85,7.56,2.71 -1809,CitizenDick,CitizenDick/q-FrozenLake-v3-001,4.85,7.56,2.71 -1810,Chirag051,Chirag051/Taxi-v3,4.85,7.56,2.71 -1811,ChemaVega,ChemaVega/1-Taxi-v3,4.85,7.56,2.71 -1812,ChairWorm,ChairWorm/q-Taxi-v3,4.85,7.56,2.71 -1813,Chaeguevara,Chaeguevara/Taxi-v3,4.85,7.56,2.71 -1814,ChSchweiger,ChSchweiger/Taxi-v3,4.85,7.56,2.71 -1815,Cesar514,Cesar514/Taxi-v3,4.85,7.56,2.71 -1816,Cbdlt,Cbdlt/taxi,4.85,7.56,2.71 -1817,CanadaKasper,CanadaKasper/q-Taxi-v3-2500000,4.85,7.56,2.71 -1818,CanadaKasper,CanadaKasper/q-Taxi-v3-1000000-v2,4.85,7.56,2.71 -1819,CanadaKasper,CanadaKasper/q-Taxi-v3-1000000,4.85,7.56,2.71 -1820,ByteExplorer,ByteExplorer/q-ToyTaxi-v1,4.85,7.56,2.71 -1821,BuJ1,BuJ1/RL-QTable-taxi,4.85,7.56,2.71 -1822,BryceJ109,BryceJ109/q-Taxi-v3,4.85,7.56,2.71 -1823,BryanSwk,BryanSwk/Taxi-v3,4.85,7.56,2.71 -1824,Brhnglc,Brhnglc/Taxi_1,4.85,7.56,2.71 -1825,BrendaScar,BrendaScar/Taxi-v3-Qtable,4.85,7.56,2.71 -1826,BreZzz,BreZzz/Taxi-v3,4.85,7.56,2.71 -1827,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71 -1828,BoschAI,BoschAI/q-Taxi-v3,4.85,7.56,2.71 -1829,Boristss,Boristss/taxi_tutut,4.85,7.56,2.71 -1830,Bonosa2,Bonosa2/taxi,4.85,7.56,2.71 -1831,Boiler,Boiler/Taxi-v3,4.85,7.56,2.71 -1832,Bodolaz,Bodolaz/Unit-2,4.85,7.56,2.71 -1833,BmanClark,BmanClark/Taxi-v3,4.85,7.56,2.71 -1834,Bly,Bly/q-Taxi-v3,4.85,7.56,2.71 -1835,BlunderPanini,BlunderPanini/Taxi-v3,4.85,7.56,2.71 -1836,BlitherBoom,BlitherBoom/taxi_v3_rl,4.85,7.56,2.71 -1837,Bingsu,Bingsu/q-Taxi-v3,4.85,7.52,2.67 -1838,BenLearningRL,BenLearningRL/Taxi-v3,4.85,7.56,2.71 -1839,Belphegor,Belphegor/Taxi-v3,4.85,7.56,2.71 -1840,BeeBeaver,BeeBeaver/q-Taxi-v3,4.85,7.56,2.71 -1841,Bastian1111,Bastian1111/q-Taxi-v3,4.85,7.56,2.71 -1842,BarefootBayes,BarefootBayes/q-Taxi-v3,4.85,7.56,2.71 -1843,Baptiste-Rdt,Baptiste-Rdt/Taxi-v3,4.85,7.56,2.71 -1844,Bandika,Bandika/QTaxiV3,4.85,7.56,2.71 -1845,BanUrsus,BanUrsus/q-Taxi-v3,4.85,7.52,2.67 -1846,BaleChen,BaleChen/taxi-v3-q-test,4.85,7.56,2.71 -1847,Bailey24,Bailey24/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1848,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -1849,BabaYaga048,BabaYaga048/Taxi-v3-1,4.85,7.56,2.71 -1850,BKluwe2209,BKluwe2209/Taxi-v3,4.85,7.56,2.71 -1851,BBBBirdIsTheWord,BBBBirdIsTheWord/q-Taxi-v3,4.85,7.56,2.71 -1852,AzzamRadman,AzzamRadman/taxi-v3,4.85,7.56,2.71 -1853,Axwl,Axwl/q-Taxi-v3-tst,4.85,7.56,2.71 -1854,Axwl,Axwl/q-Taxi-v3,4.85,7.56,2.71 -1855,Aungria,Aungria/taxi-v3_v2,4.85,7.56,2.71 -1856,Aungria,Aungria/taxi-v3_v1,4.85,7.56,2.71 -1857,AtilliO,AtilliO/TaxMe,4.85,7.56,2.71 -1858,Ashraf-kasem,Ashraf-kasem/RL_taxi,4.85,7.52,2.67 -1859,Ashley1902,Ashley1902/taxi-v3-v1-16012023,4.85,7.56,2.71 -1860,ArtiKitten,ArtiKitten/q-Taxi-v3,4.85,7.56,2.71 -1861,Art-phys,Art-phys/Taxi-v3_v1_1M,4.85,7.56,2.71 -1862,Art-phys,Art-phys/Taxi-v3_v1,4.85,7.56,2.71 -1863,ArneL2206,ArneL2206/q-Taxi-v3,4.85,7.56,2.71 -1864,Arch4ngel,Arch4ngel/q-Taxi-v3,4.85,7.56,2.71 -1865,Apocalypse-19,Apocalypse-19/q-Taxi-v3-2,4.85,7.56,2.71 -1866,Apocalypse-19,Apocalypse-19/q-Taxi-v3,4.85,7.56,2.71 -1867,AperMesa,AperMesa/q-taxi-v3,4.85,7.56,2.71 -1868,AnnaMats,AnnaMats/Taxi-v3,4.85,7.56,2.71 -1869,Animita,Animita/Taxi-v3,4.85,7.56,2.71 -1870,AndrewL088,AndrewL088/Taxi-v3-2023-07-18,4.85,7.56,2.71 -1871,AndreMitri,AndreMitri/RL_Taxi-v3,4.85,7.52,2.67 -1872,Andre-M,Andre-M/Taxi-1,4.85,7.56,2.71 -1873,Anant58,Anant58/Taxi-v3,4.85,7.56,2.71 -1874,AnAmbitiousMonk,AnAmbitiousMonk/Taxi-v1,4.85,7.56,2.71 -1875,AmrMorgado,AmrMorgado/Q-Learning_Taxi-v3,4.85,7.56,2.71 -1876,Amiri,Amiri/3_taxi_QL,4.85,7.56,2.71 -1877,AmirMesbah,AmirMesbah/q-Taxi-v3,4.85,7.56,2.71 -1878,AmirH98,AmirH98/Q-Taxi-V3,4.85,7.56,2.71 -1879,Aman777,Aman777/Taxi,4.85,7.56,2.71 -1880,Allrandom,Allrandom/q-Taxi-v3,4.85,7.56,2.71 -1881,AljoSt,AljoSt/Taxi-v3,4.85,7.56,2.71 -1882,AliSab,AliSab/Taxi-v3,4.85,7.56,2.71 -1883,AliMokh,AliMokh/TaxiV3,4.85,7.56,2.71 -1884,AliMMZ,AliMMZ/q-Taxi-v3A,4.85,7.56,2.71 -1885,AliMMZ,AliMMZ/q-Taxi-v3,4.85,7.56,2.71 -1886,AlexSh,AlexSh/Taxi-v3,4.85,7.56,2.71 -1887,AlexChe,AlexChe/q-Taxi-v3,4.85,7.56,2.71 -1888,AlexCagareli,AlexCagareli/q-Taxi-v3,4.85,7.56,2.71 -1889,Alex48,Alex48/Taxi-v3,4.85,7.56,2.71 -1890,Alex-yang,Alex-yang/q-Taxi-v3,4.85,7.56,2.71 -1891,Alex-yang,Alex-yang/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1892,Aladin77,Aladin77/Taxi-v3-tests,4.85,7.56,2.71 -1893,Akriel,Akriel/q-Taxi-v3,4.85,7.56,2.71 -1894,AkkyMa,AkkyMa/q-Taxi-v3,4.85,7.56,2.71 -1895,AkitoP,AkitoP/Taxi-V3,4.85,7.56,2.71 -1896,AjayD53,AjayD53/Taxi-Q_Learning,4.85,7.56,2.71 -1897,AinTziLLo,AinTziLLo/q-Taxi-v3,4.85,7.56,2.71 -1898,Ahsankhan123,Ahsankhan123/taxi-v3,4.85,7.56,2.71 -1899,AhsanZaidi,AhsanZaidi/Taxi-V3,4.85,7.56,2.71 -1900,Ahmet2250,Ahmet2250/Taxi-v3-first_trial,4.85,7.56,2.71 -1901,AgniVardhan,AgniVardhan/Taxi-V3,4.85,7.56,2.71 -1902,Agneev,Agneev/q-Taxi-v3,4.85,7.56,2.71 -1903,AgentXXX,AgentXXX/Taxi-v3,4.85,7.56,2.71 -1904,Against61,Against61/q-Taxi-v3,4.85,7.56,2.71 -1905,Adrian101-hnd,Adrian101-hnd/Taxi-v3-attempt2,4.85,7.56,2.71 -1906,AdonaiHS,AdonaiHS/Taxi-v3-Unit2-part2,4.85,7.56,2.71 -1907,AdonaiHS,AdonaiHS/2-Taxi-v3-Unit2-part2,4.85,7.56,2.71 -1908,AdityaHR,AdityaHR/Taxi_v3,4.85,7.56,2.71 -1909,AdityaHR,AdityaHR/Taxi-v3,4.85,7.56,2.71 -1910,Acetyl,Acetyl/Q-learning-taxi,4.85,7.56,2.71 -1911,Abutz989,Abutz989/Taxi-v3_QLearning,4.85,7.56,2.71 -1912,Absie,Absie/Taxi-v3,4.85,7.56,2.71 -1913,Abhinay0926,Abhinay0926/Taxi-v3,4.85,7.56,2.71 -1914,Abhinandan,Abhinandan/Taxi-v3,4.85,7.56,2.71 -1915,Abhilashvj,Abhilashvj/Taxi-v3,4.85,7.56,2.71 -1916,AbduBot,AbduBot/Q-Taxi-v3,4.85,7.56,2.71 -1917,AbdelKarim95,AbdelKarim95/Taxi-v3,4.85,7.56,2.71 -1918,AY00,AY00/Taxi-v3,4.85,7.56,2.71 -1919,ARandomFrenchDev,ARandomFrenchDev/q-Taxi-v3-500x6,4.85,7.56,2.71 -1920,AMI0x,AMI0x/q-Taxi-v3,4.85,7.56,2.71 -1921,ADI10HERO,ADI10HERO/Taxi-v3,4.85,7.56,2.71 -1922,ACOS,ACOS/Taxi_v3_T2,4.85,7.56,2.71 -1923,A1abz,A1abz/q-tTaxi-v3,4.85,7.56,2.71 -1924,A1abz,A1abz/q-Taxi-v3,4.85,7.56,2.71 -1925,6001k1d,6001k1d/q-Taxi-v3,4.85,7.56,2.71 -1926,4mosot,4mosot/Taxi-v3,4.85,7.56,2.71 -1927,4eonsbl4ck,4eonsbl4ck/q-Taxi-v3,4.85,7.56,2.71 -1928,4eonsbl4ck,4eonsbl4ck/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1929,3braheem,3braheem/q-Taxi-v3,4.85,7.56,2.71 -1930,20rd1,20rd1/Taxi-v3,4.85,7.56,2.71 -1931,1itai1,1itai1/q-Taxi-v3,4.85,7.56,2.71 -1932,1aurent,1aurent/q-Taxi-v3,4.85,7.56,2.71 -1933,11Spades,11Spades/q-Taxi-v3,4.85,7.52,2.67 -1934,0xC4LL3,0xC4LL3/Q_Taxi-v3,4.85,7.56,2.71 -1935,0x05a4,0x05a4/DeepRL-QLearning-Tv3,4.85,7.54,2.69 -1936,0sunfire0,0sunfire0/Taxi_Train_00,4.85,7.56,2.71 -1937,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7 -1938,sebastiansarasti,sebastiansarasti/taxi_rl_course,4.84,7.54,2.7 -1939,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64 -1940,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7 -1941,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7 -1942,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7 -1943,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7 -1944,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7 -1945,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7 -1946,henripett,henripett/taxiV3,4.84,7.54,2.7 -1947,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7 -1948,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64 -1949,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7 -1950,dalemu,dalemu/taxi,4.84,7.54,2.7 -1951,cys,cys/Taxi-v3,4.84,7.54,2.7 -1952,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7 -1953,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7 -1954,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7 -1955,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7 -1956,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7 -1957,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7 -1958,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7 -1959,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7 -1960,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7 -1961,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66 -1962,Bahtiyar7,Bahtiyar7/Taxi-v3,4.84,7.54,2.7 -1963,Ashmithugging,Ashmithugging/Taxi-Qlearning,4.84,7.54,2.7 -1964,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67 -1965,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67 -1966,znacer,znacer/q-Taxi-v3,4.83,7.52,2.69 -1967,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71 -1968,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71 -1969,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71 -1970,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69 -1971,vind,vind/q-Taxi-v3,4.83,7.52,2.69 -1972,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71 -1973,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71 -1974,supertime1,supertime1/taxi2,4.83,7.52,2.69 -1975,sufyn,sufyn/taxi-v3,4.83,7.54,2.71 -1976,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71 -1977,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67 -1978,simomo,simomo/unit-2-Taxi-v3,4.83,7.54,2.71 -1979,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71 -1980,sbeyza,sbeyza/taxi-v3-with-Q-learning,4.83,7.54,2.71 -1981,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71 -1982,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67 -1983,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71 -1984,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71 -1985,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65 -1986,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71 -1987,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71 -1988,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69 -1989,r4f705,r4f705/qlearning-taxi-v3,4.83,7.5,2.67 -1990,pomp,pomp/q-taxi-v3,4.83,7.48,2.65 -1991,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71 -1992,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69 -1993,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71 -1994,npit,npit/taxi-v3,4.83,7.54,2.71 -1995,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71 -1996,nandakumar10,nandakumar10/q-Taxi-v3,4.83,7.52,2.69 -1997,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71 -1998,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71 -1999,mc1017,mc1017/q-Taxi-v3,4.83,7.54,2.71 -2000,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71 -2001,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71 -2002,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71 -2003,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71 -2004,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71 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