diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv" --- "a/Taxi-v3.csv" +++ "b/Taxi-v3.csv" @@ -244,1827 +244,1827 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 243,threite,threite/Taxi-v3,4.85,7.56,2.71 244,thomassshaw,thomassshaw/q-taxi-v3,4.85,7.56,2.71 245,thomas2112,thomas2112/Q-taxi-v3,4.85,7.56,2.71 -246,thiendio,thiendio/q-learning-Taxi-v3,4.85,7.56,2.71 -247,thiagoms7,thiagoms7/Taxi-v3,4.85,7.56,2.71 -248,theostoican,theostoican/theostoican-Taxi-v3,4.85,7.56,2.71 -249,theostoican,theostoican/Taxi-v3,4.85,7.56,2.71 -250,thenoobie,thenoobie/Taxi-v3,4.85,7.56,2.71 -251,thenewcompany,thenewcompany/q-Taxi-v3,4.85,7.56,2.71 -252,thegadri,thegadri/q-Taxi-v3,4.85,7.56,2.71 -253,thebrownfrog,thebrownfrog/Taxi-v1,4.85,7.56,2.71 -254,thatgeeman,thatgeeman/q-Taxi-v3-hfRLU2,4.85,7.56,2.71 -255,thackerhelik,thackerhelik/q-Taxi-v3,4.85,7.56,2.71 -256,temporary0-0name,temporary0-0name/Taxi-v3,4.85,7.56,2.71 -257,teilomillet,teilomillet/Taxi-v3,4.85,7.56,2.71 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-1715,JKuang96,JKuang96/rl_taxi_v3-fix,4.85,7.56,2.71 -1716,JKuang96,JKuang96/rl_taxi_v3,4.85,7.56,2.71 -1717,JEdappully,JEdappully/Taxi,4.85,7.56,2.71 -1718,JDCollier89,JDCollier89/q-taxi-v3,4.85,7.56,2.71 -1719,J3,J3/q-Taxi-v3,4.85,7.56,2.71 -1720,Ithai,Ithai/q-Taxi-v3,4.85,7.56,2.71 -1721,ItchyB,ItchyB/ItchBy-Taxi-v3,4.85,7.56,2.71 -1722,Itamart,Itamart/q-Taxi-v3,4.85,7.56,2.71 -1723,Issacwong,Issacwong/q-Taxi-v3,4.85,7.56,2.71 -1724,Isaac009,Isaac009/Q_learning-TAXI-V3-Trial2,4.85,7.56,2.71 -1725,Isaac009,Isaac009/Q_learning-TAXI-V3,4.85,7.54,2.69 -1726,IngoTB303,IngoTB303/q-Taxi-v3,4.85,7.56,2.71 -1727,InexperiencedMe,InexperiencedMe/TaxiGym,4.85,7.56,2.71 -1728,ImeneT,ImeneT/Taxi-v3,4.85,7.56,2.71 -1729,Ili1991,Ili1991/q-Taxi-v1,4.85,7.56,2.71 -1730,Iggg0r,Iggg0r/Taxi-v3-QLearning,4.85,7.56,2.71 -1731,Ibtisam,Ibtisam/Taxi,4.85,7.56,2.71 -1732,IWR,IWR/q-Taxi-v3,4.85,7.56,2.71 -1733,Hyungsuk,Hyungsuk/Taxi-v3,4.85,7.56,2.71 -1734,Hyperbion,Hyperbion/q_taxi_v1,4.85,7.56,2.71 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-1754,HaziqRazali,HaziqRazali/taxi,4.85,7.56,2.71 -1755,HazemHM,HazemHM/q-Taxi-v3,4.85,7.56,2.71 -1756,Hatman,Hatman/Taxi-v3,4.85,7.56,2.71 -1757,Harm,Harm/q-Taxi-v3_250k,4.85,7.56,2.71 -1758,Hardwarize,Hardwarize/q-Taxi-v3,4.85,7.56,2.71 -1759,Hans14,Hans14/Taxi_v3,4.85,7.56,2.71 -1760,HamzaFarhan,HamzaFarhan/QTaxi,4.85,7.56,2.71 -1761,HamZurger,HamZurger/Taxi-V3,4.85,7.54,2.69 -1762,HaiderAUT,HaiderAUT/Taxi-v3,4.85,7.56,2.71 -1763,HaceHazretleri,HaceHazretleri/TaxiDeneme1,4.85,7.56,2.71 -1764,H4nan,H4nan/Taxi-v3,4.85,7.54,2.69 -1765,H-amza,H-amza/q-taxi-v1,4.85,7.56,2.71 -1766,Gurumoorthy,Gurumoorthy/q-Taxi-v3,4.85,7.56,2.71 -1767,Gumibit,Gumibit/q-Taxi-v3_ex1,4.85,7.56,2.71 -1768,Guillaume63,Guillaume63/q-Taxi-v3,4.85,7.56,2.71 -1769,Guerosharp,Guerosharp/q-Learning-Taxi-default-params,4.85,7.56,2.71 -1770,GrantW65,GrantW65/q-taxi-v3,4.85,7.56,2.71 -1771,GouldJayden,GouldJayden/Taxi-v3-Qtable-tutorial,4.85,7.56,2.71 -1772,Gorilla23,Gorilla23/Taxi-v3,4.85,7.56,2.71 -1773,GoldenShotgun,GoldenShotgun/q-taxi-v3,4.85,7.56,2.71 -1774,Glen,Glen/taxi_v3_1,4.85,7.56,2.71 -1775,GillesEverling,GillesEverling/q-Taxi-v3,4.85,7.56,2.71 -1776,GideonFr,GideonFr/q-Taxi-v3,4.85,7.56,2.71 -1777,GesturingMan,GesturingMan/Taxiv3,4.85,7.56,2.71 -1778,Gerard9,Gerard9/taxi-v3,4.85,7.56,2.71 -1779,George117,George117/q-Taxi-v3,4.85,7.56,2.71 -1780,Gamayun,Gamayun/Taxi-v3,4.85,7.56,2.71 -1781,Gamabumba,Gamabumba/Taxi-v3,4.85,7.56,2.71 -1782,Gabesantos1007,Gabesantos1007/taxi,4.85,7.56,2.71 -1783,Gabcsor,Gabcsor/q-Taxi-v2,4.85,7.56,2.71 -1784,Gabcsor,Gabcsor/q-Taxi-v1,4.85,7.56,2.71 -1785,Gabcsor,Gabcsor/q-Taxi-v0,4.85,7.56,2.71 -1786,GabSo,GabSo/q-Taxi-v3,4.85,7.56,2.71 -1787,GZHUFB,GZHUFB/Q-learning-taxi-v3,4.85,7.56,2.71 -1788,GMabic,GMabic/Taxi-v3,4.85,7.56,2.71 -1789,GMabic,GMabic/GMabic,4.85,7.56,2.71 -1790,GKPro,GKPro/q-Taxi-v3,4.85,7.56,2.71 -1791,GEMCorp,GEMCorp/q-Taxi-v3,4.85,7.56,2.71 -1792,G-e-o-r-g-e,G-e-o-r-g-e/Taxi-v3,4.85,7.56,2.71 -1793,FutureDesire,FutureDesire/q-Taxi-v3,4.85,7.56,2.71 -1794,FreelancerFel,FreelancerFel/q-Taxi-v3,4.85,7.56,2.71 -1795,FredericProtat,FredericProtat/q-Taxi-v3,4.85,7.56,2.71 -1796,FredS1000,FredS1000/TaxiV1,4.85,7.56,2.71 -1797,FrancoisDongier,FrancoisDongier/Taxi-v3,4.85,7.56,2.71 -1798,Francesco-A,Francesco-A/q-Taxi-v3,4.85,7.56,2.71 -1799,Forkits,Forkits/q-Taxi-v3,4.85,7.56,2.71 -1800,Forkits,Forkits/Taxi-v3v2,4.85,7.56,2.71 -1801,FnSK4R17s,FnSK4R17s/Taxi-v3,4.85,7.56,2.71 -1802,Flynews,Flynews/unit2-Taxi-v3,4.85,7.56,2.71 -1803,Flooow,Flooow/q-Taxi-v3,4.85,7.56,2.71 -1804,FlavienDeseure,FlavienDeseure/Taxi-v3-v1,4.85,7.56,2.71 -1805,Fixedbot,Fixedbot/Taxis-v3,4.85,7.56,2.71 -1806,Finnfalter,Finnfalter/q-Taxi-v3,4.85,7.56,2.71 -1807,FelipePasquevich,FelipePasquevich/q-Taxi-v3,4.85,7.56,2.71 -1808,Felipe474,Felipe474/q-Taxi-v3,4.85,7.56,2.71 -1809,Feldi,Feldi/q-Taxi-v3,4.85,7.56,2.71 -1810,Federm1512,Federm1512/Taxi-v3,4.85,7.56,2.71 -1811,FardinAfdideh,FardinAfdideh/q-Taxi-v3,4.85,7.56,2.71 -1812,Falcinspire,Falcinspire/q-Taxi-v3,4.85,7.56,2.71 -1813,FabioDataGeek,FabioDataGeek/Taxi-v3,4.85,7.56,2.71 -1814,FabienDaniel,FabienDaniel/Taxi-v3,4.85,7.56,2.71 -1815,FBM,FBM/Taxi-v3,4.85,7.56,2.71 -1816,EvaOr,EvaOr/deepRL_chp2_q-Taxi-v3,4.85,7.56,2.71 -1817,Eswann,Eswann/Taxi-v3,4.85,7.56,2.71 -1818,Eslam25,Eslam25/Q-Taxi-V3,4.85,7.56,2.71 -1819,Eselroth,Eselroth/CrazyTaxi,4.85,7.56,2.71 -1820,Escobar,Escobar/Taxi-v3,4.85,7.56,2.71 -1821,Englios,Englios/Taxi-v3-Test,4.85,7.56,2.71 -1822,Emperor-WS,Emperor-WS/q-Taxi-v3,4.85,7.56,2.71 -1823,Emperor,Emperor/q-Taxi-v3-standard-seed,4.85,7.56,2.71 -1824,EmirhanExecute,EmirhanExecute/Taxi-v3,4.85,7.56,2.71 -1825,ElviraL,ElviraL/q-Taxi-v3,4.85,7.56,2.71 -1826,ElmoVT,ElmoVT/Taxi-v3,4.85,7.56,2.71 -1827,Ellipsoul,Ellipsoul/q-Taxi-v3,4.85,7.56,2.71 -1828,Ellbendls,Ellbendls/Taxiii,4.85,7.56,2.71 -1829,Elie-B,Elie-B/Taxi-v3-Q-learning,4.85,7.56,2.71 -1830,EliasNsilva,EliasNsilva/taxi-agent,4.85,7.56,2.71 -1831,Ehsan-Tavan,Ehsan-Tavan/Taxi-v3,4.85,7.56,2.71 -1832,EduardoCGarridoMerchan,EduardoCGarridoMerchan/taxi-v3-1.0,4.85,7.56,2.71 -1833,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-third-taxi,4.85,7.56,2.71 -1834,EduardoCGarridoMerchan,EduardoCGarridoMerchan/Taxi-v3-second-taxi,4.85,7.56,2.71 -1835,EdenYav,EdenYav/Taxi-v3,4.85,7.56,2.71 -1836,ENmoss,ENmoss/DeepRLTaxi-v3,4.85,7.56,2.71 -1837,EJosnin,EJosnin/taxi-tuto,4.85,7.56,2.71 -1838,EExe,EExe/Taxi-v3,4.85,7.56,2.71 -1839,Dugerij,Dugerij/q-Taxi-v3,4.85,7.56,2.71 -1840,DrishtiSharma,DrishtiSharma/q-Taxi-v3-100000-episodes,4.85,7.56,2.71 -1841,Drilbo,Drilbo/Taxi-v3-long,4.85,7.56,2.71 -1842,Drilbo,Drilbo/Taxi-v3,4.85,7.56,2.71 -1843,Dreaver,Dreaver/q-Taxi-v3,4.85,7.56,2.71 -1844,DovahYol,DovahYol/q-Taxi-v3,4.85,7.56,2.71 -1845,Dotanoob,Dotanoob/Taxi-v3-base,4.85,7.56,2.71 -1846,Dookiep,Dookiep/TaxiV3,4.85,7.56,2.71 -1847,Dominique503,Dominique503/q-Taxi-v3,4.85,7.56,2.71 -1848,Dolphinfrank,Dolphinfrank/frank_texi2,4.85,7.56,2.71 -1849,Dolphinfrank,Dolphinfrank/frank_texi,4.85,7.56,2.71 -1850,Ditrip,Ditrip/q-Taxi-v3,4.85,7.56,2.71 -1851,DiegoD616,DiegoD616/q-Taxi-v3,4.85,7.56,2.71 -1852,Dharmasish,Dharmasish/Taxi_model,4.85,7.54,2.69 -1853,Dharkelf,Dharkelf/Taxi-v3_2,4.85,7.56,2.71 -1854,DevozZ,DevozZ/Taxi-v3,4.85,7.56,2.71 -1855,Developer-Karthi,Developer-Karthi/q-taxi-v3-rl,4.85,7.56,2.71 -1856,DestiLabs,DestiLabs/QLearningTaxi,4.85,7.56,2.71 -1857,DerckPrinz,DerckPrinz/taxi-v4,4.85,7.56,2.71 -1858,DennisSoemers,DennisSoemers/q-Taxi-v3,4.85,7.56,2.71 -1859,DenisKochetov,DenisKochetov/q-Taxi-v3_2,4.85,7.56,2.71 -1860,DenisKochetov,DenisKochetov/q-Taxi-v3,4.85,7.56,2.71 -1861,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v3,4.85,7.56,2.71 -1862,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps-v2,4.85,7.56,2.71 -1863,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps,4.85,7.56,2.71 -1864,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-500_steps,4.85,7.56,2.71 -1865,DelusionalDreams,DelusionalDreams/Taxi-v3-35k,4.85,7.56,2.71 -1866,Deisler,Deisler/q-Taxi-v3-25x5x4-6-35000,4.85,7.56,2.71 -1867,Deisler,Deisler/q-Taxi-v3-25x5x4-6,4.85,7.56,2.71 -1868,Decyphir,Decyphir/Taxi-v3-qtable,4.85,7.56,2.71 -1869,DavidCollier,DavidCollier/q-Taxi-v3,4.85,7.56,2.71 -1870,DavidCollier,DavidCollier/Taxi-v3,4.85,7.52,2.67 -1871,Davegd,Davegd/DaveTaxi-v3,4.85,7.56,2.71 -1872,DarkRodry,DarkRodry/Taxi-v3-custom,4.85,7.56,2.71 -1873,DarkAirforce,DarkAirforce/Taxi-v3,4.85,7.56,2.71 -1874,Darisian,Darisian/taxi-v3,4.85,7.56,2.71 -1875,Dardare,Dardare/Unit2_Taxi,4.85,7.56,2.71 -1876,DaniilSirota,DaniilSirota/Taxi,4.85,7.56,2.71 -1877,Danihu,Danihu/taxi_goes_brrrrr_2,4.85,7.56,2.71 -1878,Danihu,Danihu/taxi_goes_brrrrr,4.85,7.56,2.71 -1879,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71 -1880,DanAllford,DanAllford/Q-learning-taxi-v3,4.85,7.56,2.71 -1881,DContrerasF,DContrerasF/Taxi-v3-standard,4.85,7.56,2.71 -1882,DBusAI,DBusAI/q-Taxi-v3,4.85,7.56,2.71 -1883,CzarnyRycerz,CzarnyRycerz/taxi-v3-q-table,4.85,7.56,2.71 -1884,Curiolearner,Curiolearner/q-Taxi-v3,4.85,7.56,2.71 -1885,CreativeEvolution,CreativeEvolution/q-Taxi-v3,4.85,7.56,2.71 -1886,Corianas,Corianas/Corianas-Taxi-v3-b,4.85,7.56,2.71 -1887,Corianas,Corianas/Corianas-Taxi-v3,4.85,7.56,2.71 -1888,CoreyMorris,CoreyMorris/q-Taxi-v3,4.85,7.56,2.71 -1889,Convolution,Convolution/q-Taxi-v3,4.85,7.56,2.71 -1890,Convolution,Convolution/Taxi-v3,4.85,7.56,2.71 -1891,ColDan,ColDan/RL_Han_2023,4.85,7.56,2.71 -1892,Closen,Closen/q-Taxi-v3,4.85,7.56,2.71 -1893,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71 -1894,Clawoo,Clawoo/q-Taxi-v3,4.85,7.56,2.71 -1895,CitizenDick,CitizenDick/q-FrozenLake-v3-001,4.85,7.56,2.71 -1896,Chirag051,Chirag051/Taxi-v3,4.85,7.56,2.71 -1897,ChemaVega,ChemaVega/1-Taxi-v3,4.85,7.56,2.71 -1898,ChairWorm,ChairWorm/q-Taxi-v3,4.85,7.56,2.71 -1899,Chaeguevara,Chaeguevara/Taxi-v3,4.85,7.56,2.71 -1900,ChSchweiger,ChSchweiger/Taxi-v3,4.85,7.56,2.71 -1901,Cesar514,Cesar514/Taxi-v3,4.85,7.56,2.71 -1902,Cbdlt,Cbdlt/taxi,4.85,7.56,2.71 -1903,CanadaKasper,CanadaKasper/q-Taxi-v3-2500000,4.85,7.56,2.71 -1904,CanadaKasper,CanadaKasper/q-Taxi-v3-1000000-v2,4.85,7.56,2.71 -1905,CanadaKasper,CanadaKasper/q-Taxi-v3-1000000,4.85,7.56,2.71 -1906,ByteExplorer,ByteExplorer/q-ToyTaxi-v1,4.85,7.56,2.71 -1907,BuJ1,BuJ1/RL-QTable-taxi,4.85,7.56,2.71 -1908,BryceJ109,BryceJ109/q-Taxi-v3,4.85,7.56,2.71 -1909,BryanSwk,BryanSwk/Taxi-v3,4.85,7.56,2.71 -1910,Brhnglc,Brhnglc/Taxi_1,4.85,7.56,2.71 -1911,BrendaScar,BrendaScar/Taxi-v3-Qtable,4.85,7.56,2.71 -1912,BreZzz,BreZzz/Taxi-v3,4.85,7.56,2.71 -1913,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71 -1914,BoschAI,BoschAI/q-Taxi-v3,4.85,7.56,2.71 -1915,Boristss,Boristss/taxi_tutut,4.85,7.56,2.71 -1916,Bonosa2,Bonosa2/taxi,4.85,7.56,2.71 -1917,Boiler,Boiler/Taxi-v3,4.85,7.56,2.71 -1918,Bodolaz,Bodolaz/Unit-2,4.85,7.56,2.71 -1919,BmanClark,BmanClark/Taxi-v3,4.85,7.56,2.71 -1920,Bly,Bly/q-Taxi-v3,4.85,7.56,2.71 -1921,BlunderPanini,BlunderPanini/Taxi-v3,4.85,7.56,2.71 -1922,BlitherBoom,BlitherBoom/taxi_v3_rl,4.85,7.56,2.71 -1923,Bingsu,Bingsu/q-Taxi-v3,4.85,7.52,2.67 -1924,BenLearningRL,BenLearningRL/Taxi-v3,4.85,7.56,2.71 -1925,Belphegor,Belphegor/Taxi-v3,4.85,7.56,2.71 -1926,BeeBeaver,BeeBeaver/q-Taxi-v3,4.85,7.56,2.71 -1927,Bastian1111,Bastian1111/q-Taxi-v3,4.85,7.56,2.71 -1928,BarefootBayes,BarefootBayes/q-Taxi-v3,4.85,7.56,2.71 -1929,Baptiste-Rdt,Baptiste-Rdt/Taxi-v3,4.85,7.56,2.71 -1930,Bandika,Bandika/QTaxiV3,4.85,7.56,2.71 -1931,BanUrsus,BanUrsus/q-Taxi-v3,4.85,7.52,2.67 -1932,BaleChen,BaleChen/taxi-v3-q-test,4.85,7.56,2.71 -1933,Bailey24,Bailey24/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1934,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -1935,BabaYaga048,BabaYaga048/Taxi-v3-1,4.85,7.56,2.71 -1936,BKluwe2209,BKluwe2209/Taxi-v3,4.85,7.56,2.71 -1937,BBBBirdIsTheWord,BBBBirdIsTheWord/q-Taxi-v3,4.85,7.56,2.71 -1938,AzzamRadman,AzzamRadman/taxi-v3,4.85,7.56,2.71 -1939,Axwl,Axwl/q-Taxi-v3-tst,4.85,7.56,2.71 -1940,Axwl,Axwl/q-Taxi-v3,4.85,7.56,2.71 -1941,Aungria,Aungria/taxi-v3_v2,4.85,7.56,2.71 -1942,Aungria,Aungria/taxi-v3_v1,4.85,7.56,2.71 -1943,AtilliO,AtilliO/TaxMe,4.85,7.56,2.71 -1944,Ashraf-kasem,Ashraf-kasem/RL_taxi,4.85,7.52,2.67 -1945,Ashley1902,Ashley1902/taxi-v3-v1-16012023,4.85,7.56,2.71 -1946,ArtiKitten,ArtiKitten/q-Taxi-v3,4.85,7.56,2.71 -1947,Art-phys,Art-phys/Taxi-v3_v1_1M,4.85,7.56,2.71 -1948,Art-phys,Art-phys/Taxi-v3_v1,4.85,7.56,2.71 -1949,ArneL2206,ArneL2206/q-Taxi-v3,4.85,7.56,2.71 -1950,Arch4ngel,Arch4ngel/q-Taxi-v3,4.85,7.56,2.71 -1951,Apocalypse-19,Apocalypse-19/q-Taxi-v3-2,4.85,7.56,2.71 -1952,Apocalypse-19,Apocalypse-19/q-Taxi-v3,4.85,7.56,2.71 -1953,AperMesa,AperMesa/q-taxi-v3,4.85,7.56,2.71 -1954,AnnaMats,AnnaMats/Taxi-v3,4.85,7.56,2.71 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-3139,jontromanab,jontromanab/taxi,4.74,7.5,2.76 -3140,jjakubas,jjakubas/Taxi-v3,4.74,7.48,2.74 -3141,jemal,jemal/Taxi-v3,4.74,7.48,2.74 -3142,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -3143,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -3144,iamandrewliao,iamandrewliao/q-Taxi-v3,4.74,7.5,2.76 -3145,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -3146,deetsadi,deetsadi/q-Taxi-v3,4.74,7.48,2.74 -3147,db-atlas,db-atlas/q-taxi,4.74,7.5,2.76 -3148,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -3149,avipul,avipul/q-Taxi-v3,4.74,7.5,2.76 -3150,amiri-amin,amiri-amin/taxi_default,4.74,7.48,2.74 -3151,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 -3152,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -3153,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -3154,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 -3155,Yura32000,Yura32000/q-Taxi-v3,4.74,7.5,2.76 -3156,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -3157,VinEuro,VinEuro/TaxiRL,4.74,7.5,2.76 -3158,Uschante,Uschante/Taxi-v3,4.74,7.5,2.76 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