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-v3,12.0,12.0,0.0 -2,unfinity,unfinity/q-Taxi-v3-bug,12.0,12.0,0.0 -3,tjscollins,tjscollins/q-Taxi-v3,12.0,12.0,0.0 -4,tjscollins,tjscollins/q-Taxi-v3-broken-eval-seed,12.0,12.0,0.0 +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 +3,unfinity,unfinity/q-Taxi-v3,12.0,12.0,0.0 +4,tjscollins,tjscollins/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 @@ -13,2157 +13,2168 @@ Ranking,User,Model,Results,Mean Reward,Std Reward 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 -15,vodanh4299,vodanh4299/q-FrozenLake-v1-4x4-noSlippery,5.550000000000001,8.21,2.66 -16,Shilash,Shilash/q-learning-taxi-v3,5.529999999999999,8.01,2.48 -17,WilliamADSP,WilliamADSP/Taxi_v3,5.47,8.09,2.62 -18,Emperor,Emperor/q-Taxi-v3-500-random-seed-1000-episodes,5.3,7.89,2.59 -19,Knight85,Knight85/q-Taxi-v3,5.18,7.87,2.69 -20,qxakshat,qxakshat/Taxi-v3,5.119999999999999,8.04,2.92 -21,sayby,sayby/q-Taxi-v3,5.11,7.66,2.55 -22,DBusAI,DBusAI/q-Taxi-v3-v1,4.98,7.8,2.82 -23,GoodGuyTim,GoodGuyTim/GoodGuyTim-QTable-Taxi,4.8999999999999995,7.52,2.62 -24,Patil,Patil/q-Taxi-v3,4.8999999999999995,7.52,2.62 -25,xerl,xerl/Taxi-v3,4.8999999999999995,7.52,2.62 -26,jinhu2659,jinhu2659/Taxi-v3,4.8999999999999995,7.52,2.62 -27,vinaysatish,vinaysatish/taxiexample,4.8999999999999995,7.52,2.62 -28,mbertheau,mbertheau/hf-drl-course-2-q-Taxi-v3_1,4.8999999999999995,7.52,2.62 -29,ludsil,ludsil/taxi,4.8999999999999995,7.52,2.62 -30,Ganu3010,Ganu3010/Taxi-v3,4.8999999999999995,7.52,2.62 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-1533,dor88,dor88/Taxi-v3,4.800000000000001,7.48,2.68 -1534,smko77,smko77/q-Taxi-v3,4.8,7.5,2.7 -1535,hasarinduperera,hasarinduperera/Taxi-v3,4.8,7.54,2.74 -1536,sivan22,sivan22/taxi1,4.8,7.54,2.74 -1537,alexbalandi,alexbalandi/taxi-v3,4.8,7.54,2.74 -1538,Dsfajardob,Dsfajardob/q-taxi-v3,4.8,7.54,2.74 -1539,IvanKun,IvanKun/q-Taxi-v3,4.8,7.5,2.7 -1540,YmYYm,YmYYm/q-taxi-v3,4.8,7.54,2.74 -1541,marsh5,marsh5/taxi,4.8,7.54,2.74 -1542,codeSpaghetti,codeSpaghetti/Taxi-v3-rlCourse,4.8,7.54,2.74 -1543,Jackmin108,Jackmin108/Taxi-v3-default,4.8,7.54,2.74 -1544,jcrOrganisation,jcrOrganisation/q-Taxi-v3,4.8,7.54,2.74 -1545,Freddthink,Freddthink/Taxi-v3,4.8,7.54,2.74 -1546,vjkrish,vjkrish/taxi-v3,4.8,7.54,2.74 -1547,MarioLomby,MarioLomby/Taxi-v3,4.8,7.54,2.74 -1548,RohanDani2,RohanDani2/Taxi_QLearning,4.8,7.5,2.7 -1549,xiazeng,xiazeng/Taxi-v3,4.8,7.5,2.7 -1550,Bill010602,Bill010602/Taxi-v3,4.8,7.54,2.74 -1551,MarcosMunoz95,MarcosMunoz95/taxi-v3,4.8,7.54,2.74 -1552,denisivashkov,denisivashkov/q-Taxi-v3,4.8,7.5,2.7 -1553,danorel,danorel/q-Taxi-v3,4.8,7.54,2.74 -1554,bguan,bguan/q-Taxi-v3,4.8,7.54,2.74 -1555,Porridge9243,Porridge9243/q-Taxi-v3,4.8,7.54,2.74 -1556,ericalt,ericalt/q-Taxi-v3,4.8,7.54,2.74 -1557,heidragon3045,heidragon3045/q-Taxi-v3,4.8,7.54,2.74 -1558,Mithul,Mithul/Taxi-v3,4.8,7.54,2.74 -1559,njrosati,njrosati/q-Taxi-v3,4.8,7.5,2.7 -1560,Hedayat-Abrishami,Hedayat-Abrishami/Taxi-v3,4.8,7.54,2.74 -1561,yovchev,yovchev/taxi,4.8,7.54,2.74 -1562,loveisp,loveisp/taxi-v3,4.8,7.54,2.74 -1563,staycoolish,staycoolish/q-Taxi-v3,4.8,7.54,2.74 -1564,Artachtron,Artachtron/Taxi-v3,4.8,7.54,2.74 -1565,DhruvAwasthi,DhruvAwasthi/q-Taxi-v3,4.8,7.54,2.74 -1566,sofre,sofre/Taxi-v3,4.8,7.54,2.74 -1567,smanduru,smanduru/taxi-v1,4.8,7.54,2.74 -1568,albertcalin,albertcalin/q-learnig-Taxi-v3,4.8,7.54,2.74 -1569,vivpavlov,vivpavlov/q-Taxi-v3,4.8,7.54,2.74 -1570,rematchka,rematchka/q-Taxi-v3,4.8,7.54,2.74 -1571,Eksperymenty,Eksperymenty/q-Taxi-v3,4.8,7.54,2.74 -1572,Shridipta-06,Shridipta-06/q-Taxi-v3,4.8,7.54,2.74 -1573,alvarodepablo96,alvarodepablo96/q-Taxi-v3-1,4.8,7.54,2.74 -1574,huijian222,huijian222/q-Taxi-v3,4.8,7.54,2.74 -1575,ksk,ksk/q-taxi-v3,4.8,7.5,2.7 -1576,Beegbrain,Beegbrain/Taxi-v3-Q-Learning,4.8,7.54,2.74 -1577,Jupiterian9,Jupiterian9/q-Taxi-v3-500x6,4.8,7.54,2.74 -1578,GrumpyPants,GrumpyPants/q-Taxi-v3,4.8,7.54,2.74 -1579,Dojoo,Dojoo/Taxi,4.8,7.54,2.74 -1580,hawkeoni,hawkeoni/Taxi-v3,4.8,7.54,2.74 -1581,bothrajat,bothrajat/q-Taxi-v3,4.8,7.54,2.74 -1582,Hongjea,Hongjea/q-Taxi-v3,4.8,7.54,2.74 -1583,artbreguez,artbreguez/q-Taxi-v3,4.8,7.54,2.74 -1584,Smone55,Smone55/Taxi_v3,4.8,7.54,2.74 -1585,yahia-ferchichi,yahia-ferchichi/Taxi-v3,4.8,7.54,2.74 -1586,jjhonny,jjhonny/qtable-taxi-v3,4.8,7.54,2.74 -1587,RegisGraptin,RegisGraptin/Taxi-v3,4.8,7.54,2.74 -1588,mmhamdy,mmhamdy/q-Taxi-v3,4.8,7.54,2.74 -1589,Galiess,Galiess/Taxi-v3,4.8,7.54,2.74 -1590,sliu,sliu/taxi-2022,4.8,7.54,2.74 -1591,sarthakc44,sarthakc44/q-Taxi-v3-500x6-default,4.8,7.54,2.74 -1592,BartekSadlej,BartekSadlej/q-Taxi-v3,4.8,7.54,2.74 -1593,YouCarryOats,YouCarryOats/Qtable_Taxi-v3,4.8,7.54,2.74 -1594,aidenlee,aidenlee/taxi-v3,4.8,7.54,2.74 -1595,MaySong,MaySong/Taxi-v3,4.8,7.54,2.74 -1596,mkahari,mkahari/RL_testing,4.8,7.5,2.7 -1597,moonlightlane,moonlightlane/RL-course-taxi-v3,4.8,7.54,2.74 -1598,andreidore,andreidore/q-Taxi-v3,4.8,7.54,2.74 -1599,odiaz1066,odiaz1066/q-taxi-v3,4.8,7.5,2.7 -1600,MattBoraske,MattBoraske/q-Taxi-v3,4.8,7.5,2.7 -1601,apwadkar,apwadkar/q-Taxi-v3,4.8,7.54,2.74 -1602,shivr,shivr/taxi-v3,4.799999999999999,7.52,2.72 -1603,ducdo,ducdo/taxi-v3,4.799999999999999,7.52,2.72 -1604,Bhaskarbha,Bhaskarbha/q-Taxi-v3,4.799999999999999,7.52,2.72 -1605,crookie14,crookie14/qlearning_taxi,4.799999999999999,7.52,2.72 -1606,gauthamk28,gauthamk28/q-Taxi-v3-v0,4.799999999999999,7.52,2.72 -1607,shanmukhchaitu,shanmukhchaitu/Taxi-v3,4.799999999999999,7.52,2.72 -1608,stinoco,stinoco/Taxi-v3,4.799999999999999,7.52,2.72 -1609,shanmukhchaitu,shanmukhchaitu/q-Taxi-v3,4.799999999999999,7.52,2.72 -1610,climbingsilver,climbingsilver/Taxi-v3,4.799999999999999,7.52,2.72 +1519,hug-face-lampros,hug-face-lampros/taxi-v3-rl,4.81,7.52,2.71 +1520,joncam14,joncam14/Taxi-v3,4.81,7.52,2.71 +1521,vijmeister,vijmeister/taxi,4.81,7.52,2.71 +1522,chithanhdang74,chithanhdang74/Unit2_QLearning_Taxi,4.81,7.52,2.71 +1523,pushkin05,pushkin05/Taxi-v3,4.81,7.52,2.71 +1524,email81227,email81227/q-Taxi-v3,4.81,7.52,2.71 +1525,Vaibhavoutat,Vaibhavoutat/q-Taxi-v3,4.81,7.52,2.71 +1526,ThomasDH,ThomasDH/Taxi-v3,4.81,7.52,2.71 +1527,samyukthacodes,samyukthacodes/Taxi-v3,4.81,7.52,2.71 +1528,vvn0,vvn0/Taxi-v3,4.81,7.52,2.71 +1529,kikijiki,kikijiki/q-Taxi-v3,4.81,7.52,2.71 +1530,gazuzur,gazuzur/q-Taxi-v3,4.81,7.52,2.71 +1531,Iamvincent,Iamvincent/Taxi-v3,4.81,7.52,2.71 +1532,Harri,Harri/Taxi-v3,4.81,7.52,2.71 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+1572,vjkrish,vjkrish/taxi-v3,4.8,7.54,2.74 +1573,Hongjea,Hongjea/q-Taxi-v3,4.8,7.54,2.74 +1574,Porridge9243,Porridge9243/q-Taxi-v3,4.8,7.54,2.74 +1575,hasarinduperera,hasarinduperera/Taxi-v3,4.8,7.54,2.74 +1576,jcrOrganisation,jcrOrganisation/q-Taxi-v3,4.8,7.54,2.74 +1577,codeSpaghetti,codeSpaghetti/Taxi-v3-rlCourse,4.8,7.54,2.74 +1578,RohanDani2,RohanDani2/Taxi_QLearning,4.8,7.5,2.7 +1579,vivpavlov,vivpavlov/q-Taxi-v3,4.8,7.54,2.74 +1580,MattBoraske,MattBoraske/q-Taxi-v3,4.8,7.5,2.7 +1581,MarcosMunoz95,MarcosMunoz95/taxi-v3,4.8,7.54,2.74 +1582,smko77,smko77/q-Taxi-v3,4.8,7.5,2.7 +1583,Smone55,Smone55/Taxi_v3,4.8,7.54,2.74 +1584,jjhonny,jjhonny/qtable-taxi-v3,4.8,7.54,2.74 +1585,odiaz1066,odiaz1066/q-taxi-v3,4.8,7.5,2.7 +1586,aidenlee,aidenlee/taxi-v3,4.8,7.54,2.74 +1587,sarthakc44,sarthakc44/q-Taxi-v3-500x6-default,4.8,7.54,2.74 +1588,apwadkar,apwadkar/q-Taxi-v3,4.8,7.54,2.74 +1589,Hedayat-Abrishami,Hedayat-Abrishami/Taxi-v3,4.8,7.54,2.74 +1590,artbreguez,artbreguez/q-Taxi-v3,4.8,7.54,2.74 +1591,bothrajat,bothrajat/q-Taxi-v3,4.8,7.54,2.74 +1592,smanduru,smanduru/taxi-v1,4.8,7.54,2.74 +1593,BartekSadlej,BartekSadlej/q-Taxi-v3,4.8,7.54,2.74 +1594,DhruvAwasthi,DhruvAwasthi/q-Taxi-v3,4.8,7.54,2.74 +1595,Mithul,Mithul/Taxi-v3,4.8,7.54,2.74 +1596,Eksperymenty,Eksperymenty/q-Taxi-v3,4.8,7.54,2.74 +1597,ksk,ksk/q-taxi-v3,4.8,7.5,2.7 +1598,Artachtron,Artachtron/Taxi-v3,4.8,7.54,2.74 +1599,danorel,danorel/q-Taxi-v3,4.8,7.54,2.74 +1600,Freddthink,Freddthink/Taxi-v3,4.8,7.54,2.74 +1601,albertcalin,albertcalin/q-learnig-Taxi-v3,4.8,7.54,2.74 +1602,sivan22,sivan22/taxi1,4.8,7.54,2.74 +1603,staycoolish,staycoolish/q-Taxi-v3,4.8,7.54,2.74 +1604,Dojoo,Dojoo/Taxi,4.8,7.54,2.74 +1605,YouCarryOats,YouCarryOats/Qtable_Taxi-v3,4.8,7.54,2.74 +1606,rematchka,rematchka/q-Taxi-v3,4.8,7.54,2.74 +1607,mkahari,mkahari/RL_testing,4.8,7.5,2.7 +1608,shanmukhchaitu,shanmukhchaitu/q-Taxi-v3,4.799999999999999,7.52,2.72 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-1850,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 -1851,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 -1852,danieliser,danieliser/q-Taxi-v3,4.75,7.5,2.75 -1853,Laide,Laide/Taxi-v3,4.75,7.5,2.75 -1854,Jeibros,Jeibros/TaxiV3,4.75,7.5,2.75 -1855,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 -1856,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 -1857,shahafw,shahafw/Taxi-v3,4.75,7.46,2.71 -1858,CodyKilpatrick,CodyKilpatrick/q-taxi-v3,4.75,7.5,2.75 -1859,KaiquanMah,KaiquanMah/q-Taxi-v3-5x5,4.75,7.5,2.75 -1860,c-q,c-q/Taxi-v3,4.75,7.5,2.75 -1861,MiniMinMax,MiniMinMax/Taxi-v3,4.75,7.5,2.75 -1862,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 -1863,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 -1864,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 +1810,rr3khan,rr3khan/q-Taxi-v3,4.77,7.52,2.75 +1811,magooie,magooie/q-taxi-v3-magooie-v1,4.77,7.52,2.75 +1812,Lakoc,Lakoc/q-Taxi-v3,4.77,7.5,2.73 +1813,cetusian,cetusian/Autonomous-Taxi,4.77,7.5,2.73 +1814,yingzhi,yingzhi/Taxi-v3,4.77,7.46,2.69 +1815,LemonFace0309,LemonFace0309/q-Taxi-v3,4.77,7.5,2.73 +1816,BlackNoodle,BlackNoodle/q-Taxi-v3,4.77,7.5,2.73 +1817,eduyio,eduyio/My_QLearning-Taxi-v3,4.77,7.5,2.73 +1818,noodlynoodle,noodlynoodle/q-Taxi-v3,4.77,7.52,2.75 +1819,rmathur,rmathur/Taxi-v3,4.77,7.52,2.75 +1820,aristeia,aristeia/my_awesome_taxi_agent,4.77,7.5,2.73 +1821,golightly,golightly/q-Taxi-v3,4.77,7.5,2.73 +1822,adzcai,adzcai/q-Taxi-v3,4.77,7.52,2.75 +1823,franfram,franfram/q-Taxi-v3,4.77,7.52,2.75 +1824,Sirianth,Sirianth/taxi_rl,4.77,7.52,2.75 +1825,magooie,magooie/q-taxi-v1,4.77,7.52,2.75 +1826,BekirTaha,BekirTaha/q-Taxi-v3,4.77,7.5,2.73 +1827,dn-gh,dn-gh/Q-Taxi-v3-1,4.77,7.5,2.73 +1828,beebeckzzz,beebeckzzz/q-Taxi-v3,4.77,7.5,2.73 +1829,fjaragones,fjaragones/Taxi-v3,4.76,7.52,2.76 +1830,dominiks,dominiks/q-Taxi-v3,4.76,7.52,2.76 +1831,jenya-g,jenya-g/q-Taxi-v3,4.76,7.52,2.76 +1832,JvThunder,JvThunder/Taxi-v3,4.76,7.48,2.72 +1833,pinaggle,pinaggle/Taxi-v3,4.76,7.5,2.74 +1834,ZyXin,ZyXin/q-Taxi-v3,4.76,7.52,2.76 +1835,jayshim,jayshim/Taxi-v3,4.76,7.52,2.76 +1836,MasKong,MasKong/deeprl_course_Taxi-v3,4.76,7.52,2.76 +1837,KtheFISH,KtheFISH/q-Taxi-v3,4.76,7.52,2.76 +1838,fernandoj92,fernandoj92/Taxi-v3,4.76,7.48,2.72 +1839,sujit27,sujit27/q-Taxi-v3,4.76,7.52,2.76 +1840,JJRohan,JJRohan/q-Taxi-v3,4.76,7.52,2.76 +1841,ndhieunguyen,ndhieunguyen/Taxi-v3,4.76,7.52,2.76 +1842,jwright94,jwright94/q-Taxi-v3,4.76,7.52,2.76 +1843,MichalJ,MichalJ/q-Taxi-v3,4.76,7.52,2.76 +1844,jcmc,jcmc/q-Taxi-v3,4.76,7.46,2.7 +1845,ReadyP1,ReadyP1/Taxi-v3,4.76,7.52,2.76 +1846,jasheershihab,jasheershihab/q-Taxi-v3,4.76,7.48,2.72 +1847,Felix555,Felix555/Taxi-v3,4.76,7.5,2.74 +1848,butchland,butchland/q-Taxi-v3,4.76,7.44,2.68 +1849,thuyentruong,thuyentruong/Taxi-v3,4.76,7.5,2.74 +1850,emmade-1999,emmade-1999/Taxi-v3,4.76,7.52,2.76 +1851,itsmohit,itsmohit/taxi_driver,4.76,7.52,2.76 +1852,alvarez,alvarez/Taxi-v3-001,4.76,7.44,2.68 +1853,chans,chans/taxi-v3,4.76,7.52,2.76 +1854,cverluise,cverluise/q-taxi-v3,4.76,7.52,2.76 +1855,pachicartelle,pachicartelle/q-table-Taxi-v3,4.76,7.52,2.76 +1856,JacksonBurton,JacksonBurton/q-Taxi-v3,4.76,7.52,2.76 +1857,quilaquedi,quilaquedi/Taxi-v3,4.76,7.5,2.74 +1858,Galeros,Galeros/q-Taxi-v3,4.76,7.52,2.76 +1859,iagrawal,iagrawal/q-Taxi-v3,4.76,7.52,2.76 +1860,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 +1861,DJDonovan,DJDonovan/q-Taxi-v3,4.75,7.46,2.71 +1862,AlikS,AlikS/q-Taxi-v3,4.75,7.5,2.75 +1863,jpopham91,jpopham91/q-Taxi-v3,4.75,7.52,2.77 +1864,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 1865,emylrahim,emylrahim/q-Taxi-v3,4.75,7.5,2.75 -1866,mokryak,mokryak/q-Taxi-v3,4.75,7.5,2.75 -1867,cagarraz,cagarraz/Taxi-v3,4.75,7.5,2.75 -1868,bhadresh-savani,bhadresh-savani/Taxi-v3,4.75,7.5,2.75 +1866,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 +1867,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 +1868,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 1869,OlgaVityuk,OlgaVityuk/taxi_v3,4.75,7.52,2.77 -1870,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 -1871,aburkard,aburkard/Taxi-v3,4.75,7.48,2.73 -1872,Lucky1,Lucky1/q-Taxi-v3-noSlippery,4.75,7.5,2.75 -1873,Dabe,Dabe/Taxi,4.75,7.5,2.75 -1874,Jclementg,Jclementg/Taxi-v3,4.75,7.52,2.77 -1875,ERICKBEZERRA,ERICKBEZERRA/q-Taxi-v3,4.75,7.5,2.75 -1876,HarmlessFlower,HarmlessFlower/Taxi-v3,4.75,7.5,2.75 -1877,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 +1870,HienPham,HienPham/q-Taxi-v3,4.75,7.5,2.75 +1871,mertyazan,mertyazan/Taxi-v3,4.75,7.5,2.75 +1872,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 +1873,marcov,marcov/q-taxi,4.75,7.42,2.67 +1874,c-q,c-q/Taxi-v3,4.75,7.5,2.75 +1875,kaliputra,kaliputra/q-Taxi-v3-v1,4.75,7.48,2.73 +1876,manishankar5507,manishankar5507/Taxi-v3-qlearning,4.75,7.52,2.77 +1877,Dabe,Dabe/Taxi,4.75,7.5,2.75 1878,andlanpo,andlanpo/q-Taxi-v3,4.75,7.48,2.73 -1879,irgallard,irgallard/taxi-v3,4.75,7.5,2.75 -1880,hezzze,hezzze/q-Taxi-v3,4.75,7.48,2.73 -1881,MRingive,MRingive/q-taxi-v3,4.75,7.52,2.77 -1882,iubeda,iubeda/q-Taxi-v3,4.75,7.5,2.75 -1883,charlago,charlago/Taxi-v3,4.75,7.52,2.77 -1884,joelkoch,joelkoch/q-Taxi-v3,4.75,7.52,2.77 -1885,issajatt,issajatt/taxi-v3,4.75,7.48,2.73 -1886,kuan2,kuan2/taxi,4.75,7.52,2.77 -1887,CanadaKasper,CanadaKasper/q-Taxi-v3,4.75,7.52,2.77 -1888,Ryukijano,Ryukijano/q-taxiv3_first,4.75,7.42,2.67 -1889,Fillemon,Fillemon/q-Taxi-v3,4.75,7.52,2.77 -1890,Ryosei0304,Ryosei0304/Taxi-v3,4.75,7.52,2.77 -1891,ZhihongDeng,ZhihongDeng/q-Taxi-v3,4.75,7.52,2.77 -1892,strateg17,strateg17/q-Taxi-v3,4.75,7.52,2.77 -1893,unagui,unagui/taxiv0,4.75,7.5,2.75 -1894,NoNameFound,NoNameFound/q-Taxi-v1-default,4.75,7.5,2.75 -1895,quartz14,quartz14/taxi-frozenlake,4.75,7.52,2.77 -1896,timtaotao,timtaotao/q-Taxi-v3,4.75,7.5,2.75 -1897,msp3887,msp3887/q-Taxi-v3,4.75,7.52,2.77 -1898,marcov,marcov/q-taxi,4.75,7.42,2.67 -1899,suvadityamuk,suvadityamuk/q-Taxi-v3,4.75,7.52,2.77 -1900,SpookyWooky5,SpookyWooky5/q-Taxi-v3,4.74,7.48,2.74 -1901,SnoopKilla,SnoopKilla/q-Taxi-v3,4.74,7.48,2.74 -1902,adityanahata,adityanahata/q-Taxi-v3,4.74,7.5,2.76 -1903,leenw2,leenw2/Taxi-v3,4.74,7.48,2.74 -1904,ahmadRa,ahmadRa/q-Taxi-v3-try1,4.74,7.5,2.76 -1905,nathan-cai,nathan-cai/Q-taxi-v3,4.74,7.5,2.76 -1906,Arindam1975,Arindam1975/q-Taxi-v3,4.74,7.5,2.76 -1907,QuickSilver007,QuickSilver007/q-Taxi-v3,4.74,7.5,2.76 -1908,tenich,tenich/q-taxi-v3,4.74,7.5,2.76 -1909,proleetops,proleetops/Taxi-v3,4.74,7.48,2.74 -1910,klashenrik,klashenrik/q-learning-taxi-v1,4.74,7.5,2.76 -1911,kuanyk,kuanyk/Taxi-v3,4.74,7.5,2.76 -1912,Dantenator,Dantenator/Taxi-v3,4.74,7.48,2.74 -1913,Steddex,Steddex/Taxi-v3,4.74,7.48,2.74 -1914,pmgautam,pmgautam/Taxi-v3,4.74,7.5,2.76 -1915,Hinova,Hinova/q-Taxi-v3,4.74,7.5,2.76 -1916,markafitzgerald1,markafitzgerald1/q-Taxi-v3,4.74,7.5,2.76 -1917,aliakyurek,aliakyurek/Taxi-v3,4.74,7.48,2.74 -1918,314anist,314anist/q-Taxi-v3,4.74,7.5,2.76 -1919,send-it,send-it/q-Taxi-v3,4.74,7.5,2.76 -1920,halil93ibrahim,halil93ibrahim/Taxiv3-q-learning,4.74,7.5,2.76 -1921,ldaquan1996,ldaquan1996/Taxi_v1,4.74,7.5,2.76 -1922,strangetcy,strangetcy/q-Taxi-v3,4.74,7.5,2.76 -1923,mobiusmatt,mobiusmatt/q-Taxi-v3,4.74,7.48,2.74 -1924,janzw,janzw/jan-taxi-v3,4.74,7.48,2.74 -1925,msthil,msthil/taxi-unit2-v1,4.74,7.5,2.76 -1926,Aitor,Aitor/q-Taxi-v3,4.74,7.5,2.76 -1927,AKal,AKal/q-taxi-v3,4.74,7.48,2.74 -1928,chradden,chradden/Taxi-v3,4.74,7.5,2.76 -1929,PareshK,PareshK/Taxi-v3,4.74,7.5,2.76 -1930,theptrk,theptrk/Taxi-v3,4.74,7.5,2.76 -1931,Viswes,Viswes/taxiv3,4.74,7.5,2.76 -1932,shamiulshifat,shamiulshifat/taxi-v3,4.74,7.48,2.74 -1933,Brenno,Brenno/Taxi-v3,4.74,7.5,2.76 -1934,agcagc,agcagc/q-Taxi-v3,4.74,7.5,2.76 -1935,manishankar5507,manishankar5507/Taxi-v3-mani,4.74,7.5,2.76 -1936,HurricaneSYG,HurricaneSYG/Taxi-v3,4.74,7.5,2.76 -1937,RandolphScott,RandolphScott/q-Taxi-v3,4.74,7.5,2.76 -1938,varo,varo/Taxi-v3,4.74,7.48,2.74 -1939,infinitix,infinitix/q-Taxi-v3,4.74,7.5,2.76 -1940,Kuro96,Kuro96/q-Taxi-v3,4.74,7.5,2.76 -1941,mpramon,mpramon/taxi-v3,4.74,7.5,2.76 -1942,Malaika1704,Malaika1704/MK-Taxi-v3,4.74,7.48,2.74 -1943,NXBY,NXBY/Taxi-V3,4.74,7.48,2.74 -1944,yasndr,yasndr/q-Taxi-v3,4.74,7.5,2.76 -1945,ChenWu98,ChenWu98/q-Taxi-v3,4.74,7.5,2.76 -1946,SuburbanLion,SuburbanLion/q-Taxi-v3-example,4.74,7.5,2.76 -1947,schrilax,schrilax/q-Taxi-v3,4.74,7.46,2.72 -1948,yuvnez,yuvnez/Taxi-v3,4.74,7.48,2.74 -1949,luhx,luhx/Taxi-v3,4.74,7.48,2.74 -1950,jontromanab,jontromanab/taxi,4.74,7.5,2.76 -1951,FIT17,FIT17/q-Taxi-v3,4.74,7.5,2.76 -1952,GGunjan,GGunjan/Taxi-v3,4.74,7.5,2.76 -1953,J4F4N4F,J4F4N4F/q-Taxi-v3,4.74,7.5,2.76 -1954,matt-guay,matt-guay/q-Taxi-v3,4.73,7.44,2.71 -1955,dmortell,dmortell/taxi-v3,4.73,7.48,2.75 -1956,Nasree,Nasree/q-Taxi-3,4.73,7.5,2.77 -1957,kujaomega,kujaomega/q-Taxi-v3,4.73,7.5,2.77 -1958,cmenasse,cmenasse/q-Taxi-v3,4.73,7.42,2.69 -1959,gatardochi,gatardochi/q-Taxi-v3,4.73,7.5,2.77 -1960,JUNGU,JUNGU/Taxi-v3,4.73,7.44,2.71 -1961,Avenger12321,Avenger12321/taxi,4.73,7.46,2.73 -1962,yyassin,yyassin/taxi-v3-q-learning,4.73,7.46,2.73 -1963,RohithKumar,RohithKumar/Q1-Taxi,4.73,7.46,2.73 -1964,bastienm,bastienm/Taxi-v3,4.73,7.44,2.71 -1965,Lakshya,Lakshya/q-Taxi-v3,4.73,7.46,2.73 -1966,SharpNLight,SharpNLight/q-taxi-v3-simple,4.73,7.44,2.71 -1967,debin,debin/Taxi-v3,4.73,7.48,2.75 -1968,mdround,mdround/q-Taxi-v3,4.73,7.5,2.77 -1969,Isaacgv,Isaacgv/Taxi-v3,4.73,7.48,2.75 -1970,jame7700,jame7700/Taxi,4.73,7.48,2.75 -1971,RoyDor,RoyDor/q-Taxi-v3,4.73,7.48,2.75 -1972,ytung,ytung/q-Taxi-v3,4.73,7.44,2.71 -1973,Sirianth,Sirianth/taxi,4.73,7.48,2.75 -1974,astefani,astefani/taxi-v3-dqn,4.73,7.46,2.73 -1975,ashishj20,ashishj20/q-Taxi-v3,4.720000000000001,7.5,2.78 -1976,Bunkerj,Bunkerj/q-Taxi-v3,4.720000000000001,7.5,2.78 -1977,goodacheez,goodacheez/q-Taxi-v3,4.720000000000001,7.48,2.76 -1978,wykonos,wykonos/Taxi-v3,4.720000000000001,7.5,2.78 -1979,RayKau,RayKau/taxi,4.720000000000001,7.5,2.78 -1980,eshwarprasadS,eshwarprasadS/taxi_qlearner,4.720000000000001,7.5,2.78 -1981,cyeet,cyeet/q-Taxi-v3,4.720000000000001,7.48,2.76 -1982,RokudouMukuro,RokudouMukuro/q-Taxi-v3,4.720000000000001,7.48,2.76 -1983,Agog,Agog/Taxi-v3,4.720000000000001,7.5,2.78 -1984,pikodemo,pikodemo/q-Taxi-v3,4.720000000000001,7.5,2.78 -1985,carolinainmymind,carolinainmymind/Taxi-v3,4.720000000000001,7.5,2.78 -1986,wjmm,wjmm/Taxi-v3,4.720000000000001,7.5,2.78 -1987,xnpeng,xnpeng/Taxi-v3,4.720000000000001,7.5,2.78 -1988,OTQ,OTQ/q-Taxi-v3,4.720000000000001,7.5,2.78 -1989,Dharkelf,Dharkelf/Taxi-v3,4.720000000000001,7.48,2.76 -1990,flowerpot76,flowerpot76/q-Taxi-v3,4.720000000000001,7.48,2.76 -1991,danielcfho,danielcfho/q-Taxi-v3,4.720000000000001,7.5,2.78 -1992,bettyhxb,bettyhxb/q-Taxi-v3,4.720000000000001,7.5,2.78 -1993,AxlDM124,AxlDM124/Taxi-v3,4.72,7.46,2.74 -1994,kraken2404,kraken2404/qtable-Taxi-v3_2,4.72,7.46,2.74 -1995,personnel,personnel/taxi-v3,4.72,7.46,2.74 -1996,mtlulka,mtlulka/q-Taxi-v3,4.72,7.46,2.74 -1997,rlanday,rlanday/q-Taxi-v3,4.72,7.46,2.74 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