diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv" --- "a/Taxi-v3.csv" +++ "b/Taxi-v3.csv" @@ -214,3095 +214,3097 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 213,tomercagan,tomercagan/q-Taxi-v3,4.85,7.56,2.71 214,toinsson,toinsson/q-Taxi-v3,4.85,7.56,2.71 215,toddwilson147,toddwilson147/Taxi-v3,4.85,7.56,2.71 -216,tmpusr,tmpusr/Taxi-v3,4.85,7.56,2.71 -217,tmilushev,tmilushev/Taxi-v3,4.85,7.56,2.71 -218,tkurtulus,tkurtulus/q-Taxi-v3,4.85,7.56,2.71 -219,tkoterwas,tkoterwas/q-learning-tax-v3,4.85,7.56,2.71 -220,timondesch,timondesch/taxi-v3-v3,4.85,7.56,2.71 -221,timondesch,timondesch/taxi-v3-v2,4.85,7.56,2.71 -222,timondesch,timondesch/taxi-v3-v1,4.85,7.56,2.71 -223,tim-binding,tim-binding/Taxi-v3,4.85,7.56,2.71 -224,thulasiram,thulasiram/q-Taxi-v3,4.85,7.56,2.71 -225,threite,threite/Taxi-v3,4.85,7.56,2.71 -226,thomassshaw,thomassshaw/q-taxi-v3,4.85,7.56,2.71 -227,thomas2112,thomas2112/Q-taxi-v3,4.85,7.56,2.71 -228,thisiswooyeol,thisiswooyeol/Taxi-v3-baseline,4.85,7.56,2.71 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-1743,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-600_steps,4.85,7.56,2.71 -1744,DelusionalDreams,DelusionalDreams/Taxi-v3-35k-500_steps,4.85,7.56,2.71 -1745,DelusionalDreams,DelusionalDreams/Taxi-v3-35k,4.85,7.56,2.71 -1746,Deisler,Deisler/q-Taxi-v3-25x5x4-6-35000,4.85,7.56,2.71 -1747,Deisler,Deisler/q-Taxi-v3-25x5x4-6,4.85,7.56,2.71 -1748,Decyphir,Decyphir/Taxi-v3-qtable,4.85,7.56,2.71 -1749,DavidCollier,DavidCollier/q-Taxi-v3,4.85,7.56,2.71 -1750,Davegd,Davegd/DaveTaxi-v3,4.85,7.56,2.71 -1751,DarkRodry,DarkRodry/Taxi-v3-custom,4.85,7.56,2.71 -1752,DarkAirforce,DarkAirforce/Taxi-v3,4.85,7.56,2.71 -1753,Darisian,Darisian/taxi-v3,4.85,7.56,2.71 -1754,Dardare,Dardare/Unit2_Taxi,4.85,7.56,2.71 -1755,DaniilSirota,DaniilSirota/Taxi,4.85,7.56,2.71 -1756,Danihu,Danihu/taxi_goes_brrrrr_2,4.85,7.56,2.71 -1757,Danihu,Danihu/taxi_goes_brrrrr,4.85,7.56,2.71 -1758,DanielPaull,DanielPaull/q-Taxi-v3,4.85,7.56,2.71 -1759,DanAllford,DanAllford/Q-learning-taxi-v3,4.85,7.56,2.71 -1760,DContrerasF,DContrerasF/Taxi-v3-standard,4.85,7.56,2.71 -1761,DBusAI,DBusAI/q-Taxi-v3,4.85,7.56,2.71 -1762,CzarnyRycerz,CzarnyRycerz/taxi-v3-q-table,4.85,7.56,2.71 -1763,Curiolearner,Curiolearner/q-Taxi-v3,4.85,7.56,2.71 -1764,CreativeEvolution,CreativeEvolution/q-Taxi-v3,4.85,7.56,2.71 -1765,Corianas,Corianas/Corianas-Taxi-v3-b,4.85,7.56,2.71 -1766,Corianas,Corianas/Corianas-Taxi-v3,4.85,7.56,2.71 -1767,CoreyMorris,CoreyMorris/q-Taxi-v3,4.85,7.56,2.71 -1768,Convolution,Convolution/q-Taxi-v3,4.85,7.56,2.71 -1769,Convolution,Convolution/Taxi-v3,4.85,7.56,2.71 -1770,ColDan,ColDan/RL_Han_2023,4.85,7.56,2.71 -1771,Closen,Closen/q-Taxi-v3,4.85,7.56,2.71 -1772,CloXD,CloXD/Taxi-V3,4.85,7.56,2.71 -1773,Clawoo,Clawoo/q-Taxi-v3,4.85,7.56,2.71 -1774,CitizenDick,CitizenDick/q-FrozenLake-v3-001,4.85,7.56,2.71 -1775,Chirag051,Chirag051/Taxi-v3,4.85,7.56,2.71 -1776,ChemaVega,ChemaVega/1-Taxi-v3,4.85,7.56,2.71 -1777,ChairWorm,ChairWorm/q-Taxi-v3,4.85,7.56,2.71 -1778,Chaeguevara,Chaeguevara/Taxi-v3,4.85,7.56,2.71 -1779,ChSchweiger,ChSchweiger/Taxi-v3,4.85,7.56,2.71 -1780,Cesar514,Cesar514/Taxi-v3,4.85,7.56,2.71 -1781,Cbdlt,Cbdlt/taxi,4.85,7.56,2.71 -1782,CanadaKasper,CanadaKasper/q-Taxi-v3-2500000,4.85,7.56,2.71 -1783,CanadaKasper,CanadaKasper/q-Taxi-v3-1000000-v2,4.85,7.56,2.71 -1784,CanadaKasper,CanadaKasper/q-Taxi-v3-1000000,4.85,7.56,2.71 -1785,ByteExplorer,ByteExplorer/q-ToyTaxi-v1,4.85,7.56,2.71 -1786,BuJ1,BuJ1/RL-QTable-taxi,4.85,7.56,2.71 -1787,BryceJ109,BryceJ109/q-Taxi-v3,4.85,7.56,2.71 -1788,BryanSwk,BryanSwk/Taxi-v3,4.85,7.56,2.71 -1789,Brhnglc,Brhnglc/Taxi_1,4.85,7.56,2.71 -1790,BrendaScar,BrendaScar/Taxi-v3-Qtable,4.85,7.56,2.71 -1791,BreZzz,BreZzz/Taxi-v3,4.85,7.56,2.71 -1792,Brain22,Brain22/Taxi-v3,4.85,7.56,2.71 -1793,BoschAI,BoschAI/q-Taxi-v3,4.85,7.56,2.71 -1794,Boristss,Boristss/taxi_tutut,4.85,7.56,2.71 -1795,Bonosa2,Bonosa2/taxi,4.85,7.56,2.71 -1796,Boiler,Boiler/Taxi-v3,4.85,7.56,2.71 -1797,Bodolaz,Bodolaz/Unit-2,4.85,7.56,2.71 -1798,BmanClark,BmanClark/Taxi-v3,4.85,7.56,2.71 -1799,Bly,Bly/q-Taxi-v3,4.85,7.56,2.71 -1800,BlunderPanini,BlunderPanini/Taxi-v3,4.85,7.56,2.71 -1801,BlitherBoom,BlitherBoom/taxi_v3_rl,4.85,7.56,2.71 -1802,Bingsu,Bingsu/q-Taxi-v3,4.85,7.52,2.67 -1803,BenLearningRL,BenLearningRL/Taxi-v3,4.85,7.56,2.71 -1804,Belphegor,Belphegor/Taxi-v3,4.85,7.56,2.71 -1805,BeeBeaver,BeeBeaver/q-Taxi-v3,4.85,7.56,2.71 -1806,Bastian1111,Bastian1111/q-Taxi-v3,4.85,7.56,2.71 -1807,BarefootBayes,BarefootBayes/q-Taxi-v3,4.85,7.56,2.71 -1808,Baptiste-Rdt,Baptiste-Rdt/Taxi-v3,4.85,7.56,2.71 -1809,Bandika,Bandika/QTaxiV3,4.85,7.56,2.71 -1810,BanUrsus,BanUrsus/q-Taxi-v3,4.85,7.52,2.67 -1811,BaleChen,BaleChen/taxi-v3-q-test,4.85,7.56,2.71 -1812,Bailey24,Bailey24/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1813,BachNgoH,BachNgoH/q-TaxiV3,4.85,7.56,2.71 -1814,BabaYaga048,BabaYaga048/Taxi-v3-1,4.85,7.56,2.71 -1815,BKluwe2209,BKluwe2209/Taxi-v3,4.85,7.56,2.71 -1816,BBBBirdIsTheWord,BBBBirdIsTheWord/q-Taxi-v3,4.85,7.56,2.71 -1817,AzzamRadman,AzzamRadman/taxi-v3,4.85,7.56,2.71 -1818,Axwl,Axwl/q-Taxi-v3-tst,4.85,7.56,2.71 -1819,Axwl,Axwl/q-Taxi-v3,4.85,7.56,2.71 -1820,Aungria,Aungria/taxi-v3_v2,4.85,7.56,2.71 -1821,Aungria,Aungria/taxi-v3_v1,4.85,7.56,2.71 -1822,AtilliO,AtilliO/TaxMe,4.85,7.56,2.71 -1823,Ashraf-kasem,Ashraf-kasem/RL_taxi,4.85,7.52,2.67 -1824,Ashley1902,Ashley1902/taxi-v3-v1-16012023,4.85,7.56,2.71 -1825,ArtiKitten,ArtiKitten/q-Taxi-v3,4.85,7.56,2.71 -1826,Art-phys,Art-phys/Taxi-v3_v1_1M,4.85,7.56,2.71 -1827,Art-phys,Art-phys/Taxi-v3_v1,4.85,7.56,2.71 -1828,ArneL2206,ArneL2206/q-Taxi-v3,4.85,7.56,2.71 -1829,Arch4ngel,Arch4ngel/q-Taxi-v3,4.85,7.56,2.71 -1830,Apocalypse-19,Apocalypse-19/q-Taxi-v3-2,4.85,7.56,2.71 -1831,Apocalypse-19,Apocalypse-19/q-Taxi-v3,4.85,7.56,2.71 -1832,AperMesa,AperMesa/q-taxi-v3,4.85,7.56,2.71 -1833,AnnaMats,AnnaMats/Taxi-v3,4.85,7.56,2.71 -1834,Animita,Animita/Taxi-v3,4.85,7.56,2.71 -1835,AndrewL088,AndrewL088/Taxi-v3-2023-07-18,4.85,7.56,2.71 -1836,AndreMitri,AndreMitri/RL_Taxi-v3,4.85,7.52,2.67 -1837,Andre-M,Andre-M/Taxi-1,4.85,7.56,2.71 -1838,Anant58,Anant58/Taxi-v3,4.85,7.56,2.71 -1839,AnAmbitiousMonk,AnAmbitiousMonk/Taxi-v1,4.85,7.56,2.71 -1840,AmrMorgado,AmrMorgado/Q-Learning_Taxi-v3,4.85,7.56,2.71 -1841,Amiri,Amiri/3_taxi_QL,4.85,7.56,2.71 -1842,AmirMesbah,AmirMesbah/q-Taxi-v3,4.85,7.56,2.71 -1843,AmirH98,AmirH98/Q-Taxi-V3,4.85,7.56,2.71 -1844,Aman777,Aman777/Taxi,4.85,7.56,2.71 -1845,Allrandom,Allrandom/q-Taxi-v3,4.85,7.56,2.71 -1846,AljoSt,AljoSt/Taxi-v3,4.85,7.56,2.71 -1847,AliSab,AliSab/Taxi-v3,4.85,7.56,2.71 -1848,AliMokh,AliMokh/TaxiV3,4.85,7.56,2.71 -1849,AliMMZ,AliMMZ/q-Taxi-v3A,4.85,7.56,2.71 -1850,AliMMZ,AliMMZ/q-Taxi-v3,4.85,7.56,2.71 -1851,AlexSh,AlexSh/Taxi-v3,4.85,7.56,2.71 -1852,AlexChe,AlexChe/q-Taxi-v3,4.85,7.56,2.71 -1853,AlexCagareli,AlexCagareli/q-Taxi-v3,4.85,7.56,2.71 -1854,Alex48,Alex48/Taxi-v3,4.85,7.56,2.71 -1855,Alex-yang,Alex-yang/q-Taxi-v3,4.85,7.56,2.71 -1856,Alex-yang,Alex-yang/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1857,Aladin77,Aladin77/Taxi-v3-tests,4.85,7.56,2.71 -1858,Akriel,Akriel/q-Taxi-v3,4.85,7.56,2.71 -1859,AkkyMa,AkkyMa/q-Taxi-v3,4.85,7.56,2.71 -1860,AkitoP,AkitoP/Taxi-V3,4.85,7.56,2.71 -1861,AjayD53,AjayD53/Taxi-Q_Learning,4.85,7.56,2.71 -1862,AinTziLLo,AinTziLLo/q-Taxi-v3,4.85,7.56,2.71 -1863,Ahsankhan123,Ahsankhan123/taxi-v3,4.85,7.56,2.71 -1864,AhsanZaidi,AhsanZaidi/Taxi-V3,4.85,7.56,2.71 -1865,Ahmet2250,Ahmet2250/Taxi-v3-first_trial,4.85,7.56,2.71 -1866,AgniVardhan,AgniVardhan/Taxi-V3,4.85,7.56,2.71 -1867,Agneev,Agneev/q-Taxi-v3,4.85,7.56,2.71 -1868,AgentXXX,AgentXXX/Taxi-v3,4.85,7.56,2.71 -1869,Against61,Against61/q-Taxi-v3,4.85,7.56,2.71 -1870,Adrian101-hnd,Adrian101-hnd/Taxi-v3-attempt2,4.85,7.56,2.71 -1871,AdonaiHS,AdonaiHS/Taxi-v3-Unit2-part2,4.85,7.56,2.71 -1872,AdonaiHS,AdonaiHS/2-Taxi-v3-Unit2-part2,4.85,7.56,2.71 -1873,AdityaHR,AdityaHR/Taxi_v3,4.85,7.56,2.71 -1874,AdityaHR,AdityaHR/Taxi-v3,4.85,7.56,2.71 -1875,Abutz989,Abutz989/Taxi-v3_QLearning,4.85,7.56,2.71 -1876,Absie,Absie/Taxi-v3,4.85,7.56,2.71 -1877,Abhinay0926,Abhinay0926/Taxi-v3,4.85,7.56,2.71 -1878,Abhinandan,Abhinandan/Taxi-v3,4.85,7.56,2.71 -1879,Abhilashvj,Abhilashvj/Taxi-v3,4.85,7.56,2.71 -1880,AbduBot,AbduBot/Q-Taxi-v3,4.85,7.56,2.71 -1881,AbdelKarim95,AbdelKarim95/Taxi-v3,4.85,7.56,2.71 -1882,AY00,AY00/Taxi-v3,4.85,7.56,2.71 -1883,ARandomFrenchDev,ARandomFrenchDev/q-Taxi-v3-500x6,4.85,7.56,2.71 -1884,AMI0x,AMI0x/q-Taxi-v3,4.85,7.56,2.71 -1885,ADI10HERO,ADI10HERO/Taxi-v3,4.85,7.56,2.71 -1886,ACOS,ACOS/Taxi_v3_T2,4.85,7.56,2.71 -1887,A1abz,A1abz/q-tTaxi-v3,4.85,7.56,2.71 -1888,A1abz,A1abz/q-Taxi-v3,4.85,7.56,2.71 -1889,6001k1d,6001k1d/q-Taxi-v3,4.85,7.56,2.71 -1890,4mosot,4mosot/Taxi-v3,4.85,7.56,2.71 -1891,4eonsbl4ck,4eonsbl4ck/q-Taxi-v3,4.85,7.56,2.71 -1892,4eonsbl4ck,4eonsbl4ck/q-FrozenLake-v1-4x4-noSlippery,4.85,7.56,2.71 -1893,3braheem,3braheem/q-Taxi-v3,4.85,7.56,2.71 -1894,20rd1,20rd1/Taxi-v3,4.85,7.56,2.71 -1895,1itai1,1itai1/q-Taxi-v3,4.85,7.56,2.71 -1896,1aurent,1aurent/q-Taxi-v3,4.85,7.56,2.71 -1897,11Spades,11Spades/q-Taxi-v3,4.85,7.52,2.67 -1898,0xC4LL3,0xC4LL3/Q_Taxi-v3,4.85,7.56,2.71 -1899,0x05a4,0x05a4/DeepRL-QLearning-Tv3,4.85,7.54,2.69 -1900,0sunfire0,0sunfire0/Taxi_Train_00,4.85,7.56,2.71 -1901,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7 -1902,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64 -1903,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7 -1904,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7 -1905,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7 -1906,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7 -1907,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7 -1908,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7 -1909,henripett,henripett/taxiV3,4.84,7.54,2.7 -1910,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7 -1911,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64 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-2622,mohsin-x-zafar,mohsin-x-zafar/taxi-v3,4.779999999999999,7.5,2.72 -2623,mohsin-x-zafar,mohsin-x-zafar/q-Taxi-v3,4.779999999999999,7.5,2.72 -2624,moabdelg-org,moabdelg-org/Taxi-V3-noDL-qtable,4.779999999999999,7.5,2.72 -2625,mattjmattj,mattjmattj/HF_RL_unit2_taxi,4.779999999999999,7.5,2.72 -2626,mantury,mantury/taxi-v3,4.779999999999999,7.52,2.74 -2627,mantury,mantury/q-taxi-v3,4.779999999999999,7.52,2.74 -2628,liuxuefei01,liuxuefei01/q-Taxi-v3,4.779999999999999,7.5,2.72 -2629,lipee,lipee/q-taxi-v3,4.779999999999999,7.52,2.74 -2630,lightyip,lightyip/q-Taxi-v3,4.779999999999999,7.5,2.72 -2631,lbkzman,lbkzman/q-Taxi-v3,4.779999999999999,7.5,2.72 -2632,labicquette,labicquette/taxi-v3,4.779999999999999,7.5,2.72 -2633,johnhudzinatr,johnhudzinatr/q-Taxi-v3,4.779999999999999,7.52,2.74 -2634,jobeid1,jobeid1/jobeid1,4.779999999999999,7.52,2.74 -2635,jeffshang,jeffshang/tax3,4.779999999999999,7.5,2.72 -2636,jayeshgar,jayeshgar/q-Taxi-v3,4.779999999999999,7.52,2.74 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-2683,Epiphanio,Epiphanio/Q-Taxi-v3,4.779999999999999,7.5,2.72 -2684,Enterprize1,Enterprize1/q-taxi-v3,4.779999999999999,7.52,2.74 -2685,Dilp,Dilp/Taxi-v3,4.779999999999999,7.5,2.72 -2686,ChechkovEugene,ChechkovEugene/q-Taxi-v3,4.779999999999999,7.52,2.74 -2687,BrandonJaip,BrandonJaip/Taxi-v3-q,4.779999999999999,7.5,2.72 -2688,Bluelemon883,Bluelemon883/q-Taxi-v3,4.779999999999999,7.52,2.74 -2689,Benjaminabruzzo,Benjaminabruzzo/Taxi-v3,4.779999999999999,7.52,2.74 -2690,Amandm77,Amandm77/Q-learning-Taxiv3,4.779999999999999,7.52,2.74 -2691,AlexDLP,AlexDLP/taxi3,4.779999999999999,7.52,2.74 -2692,AAAEng,AAAEng/taxi,4.779999999999999,7.5,2.72 -2693,yyfairstein,yyfairstein/Taxi_v3,4.7700000000000005,7.48,2.71 -2694,rsilg,rsilg/q-Taxi-v3,4.7700000000000005,7.48,2.71 -2695,rmccrear,rmccrear/Taxi-v3,4.7700000000000005,7.48,2.71 -2696,rishipatel92,rishipatel92/taxi_v3,4.7700000000000005,7.48,2.71 -2697,pamekitti,pamekitti/q-Taxi-v3-v1.0,4.7700000000000005,7.44,2.67 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-2755,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 -2756,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 -2757,Guoping,Guoping/Taxi-v3-lr0.7-e25k,4.77,7.5,2.73 -2758,D0k-tor,D0k-tor/Taxi-v3-dani,4.77,7.5,2.73 -2759,CyantifiCQ,CyantifiCQ/Taxi-v3_0,4.77,7.5,2.73 -2760,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 -2761,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73 -2762,AymenKallala,AymenKallala/AutonomousTaxi,4.77,7.5,2.73 -2763,Aykill02,Aykill02/taxi_example,4.77,7.5,2.73 -2764,Astromium,Astromium/q-Taxi-v3,4.77,7.5,2.73 -2765,97jmlr,97jmlr/Unit2-Taxi,4.77,7.5,2.73 -2766,7mosany,7mosany/TaxiDriver2,4.77,7.5,2.73 -2767,7mosany,7mosany/TaxiDriver1,4.77,7.5,2.73 -2768,yaohuacn,yaohuacn/Taxi-v3,4.76,7.5,2.74 -2769,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -2770,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 -2771,spear1,spear1/q-Taxi-v3,4.76,7.48,2.72 -2772,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 -2773,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 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-3120,Gueze,Gueze/taxi-v3-QLearning,4.6899999999999995,7.46,2.77 -3121,onigiriboy,onigiriboy/Taxi-v3,4.680000000000001,7.44,2.76 -3122,iamrishiraj,iamrishiraj/taxi-hf-dqn,4.680000000000001,7.48,2.8 -3123,iamjk,iamjk/Taxi-v3-unit2,4.680000000000001,7.48,2.8 -3124,giuseppemassafra,giuseppemassafra/Taxi-v3,4.680000000000001,7.48,2.8 -3125,fdtfbn,fdtfbn/q-Taxi-v3,4.680000000000001,7.44,2.76 -3126,Mihara-bot,Mihara-bot/taxi-v3,4.680000000000001,7.44,2.76 -3127,Loguc,Loguc/Taxi-v3,4.680000000000001,7.48,2.8 -3128,AntiSquid,AntiSquid/q-Taxi-v3,4.680000000000001,7.48,2.8 -3129,vyas21,vyas21/q-Taxi-v3-vyas,4.68,7.46,2.78 -3130,vikidance01,vikidance01/taxi-v3,4.68,7.46,2.78 -3131,sevdeawesome,sevdeawesome/Taxi-v3,4.68,7.46,2.78 -3132,rahul-t-p,rahul-t-p/q-Taxi-v3,4.68,7.46,2.78 -3133,prathith,prathith/Taxi_Env_QLearning,4.68,7.46,2.78 -3134,palindrome6,palindrome6/Taxi-v3,4.68,7.46,2.78 -3135,osanseviero,osanseviero/super_taxi,4.68,7.46,2.78 -3136,mbarekat,mbarekat/car,4.68,7.46,2.78 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