diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1663,1209 +1663,1210 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1662,ByteExplorer,ByteExplorer/q-ToyTaxi-v1,4.85,7.56,2.71
 1663,Xxmlala,Xxmlala/q-Taxi-v3,4.85,7.56,2.71
 1664,veluchs,veluchs/q-Taxi-v3,4.85,7.56,2.71
-1665,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
-1666,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
-1667,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
-1668,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
-1669,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
+1665,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
+1666,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
+1667,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
+1668,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
+1669,dalemu,dalemu/taxi,4.84,7.54,2.7
 1670,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
-1671,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
-1672,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
-1673,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
-1674,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
-1675,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
-1676,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
-1677,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
-1678,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
-1679,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
-1680,henripett,henripett/taxiV3,4.84,7.54,2.7
-1681,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
-1682,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
-1683,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
-1684,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
-1685,dalemu,dalemu/taxi,4.84,7.54,2.7
-1686,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
-1687,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
-1688,Nake,Nake/Taxi-v3,4.83,7.54,2.71
-1689,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
-1690,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
-1691,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
-1692,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
-1693,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
-1694,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
-1695,npit,npit/taxi-v3,4.83,7.54,2.71
-1696,banden,banden/Taxi-v1,4.83,7.48,2.65
-1697,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
-1698,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
-1699,jliu596,jliu596/taxi,4.83,7.54,2.71
-1700,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
-1701,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
-1702,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
+1671,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
+1672,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1673,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
+1674,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
+1675,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
+1676,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
+1677,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
+1678,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
+1679,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
+1680,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
+1681,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
+1682,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
+1683,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
+1684,henripett,henripett/taxiV3,4.84,7.54,2.7
+1685,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
+1686,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
+1687,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
+1688,jliu596,jliu596/taxi,4.83,7.54,2.71
+1689,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
+1690,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
+1691,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
+1692,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
+1693,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
+1694,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67
+1695,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
+1696,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
+1697,eliotz,eliotz/taxicab,4.83,7.54,2.71
+1698,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
+1699,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
+1700,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
+1701,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
+1702,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
 1703,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
-1704,UnaiGurbindo,UnaiGurbindo/Taxi-v3,4.83,7.54,2.71
-1705,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
-1706,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
-1707,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
-1708,Periramm,Periramm/q-taxi,4.83,7.54,2.71
-1709,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
-1710,ManishW,ManishW/q-Taxi-v3-v1,4.83,7.54,2.71
-1711,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
-1712,Behnam,Behnam/q-Taxi-v3,4.83,7.54,2.71
-1713,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71
-1714,knarasi1,knarasi1/q-v1-Taxiv3,4.83,7.54,2.71
-1715,UseTheForce,UseTheForce/Taxi-RL-Gym,4.83,7.5,2.67
-1716,sbeyza,sbeyza/taxi-v3-with-Q-learning,4.83,7.54,2.71
+1704,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
+1705,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
+1706,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71
+1707,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71
+1708,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
+1709,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
+1710,UseTheForce,UseTheForce/Taxi-RL-Gym,4.83,7.5,2.67
+1711,sbeyza,sbeyza/taxi-v3-with-Q-learning,4.83,7.54,2.71
+1712,nandakumar10,nandakumar10/q-Taxi-v3,4.83,7.52,2.69
+1713,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
+1714,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
+1715,ArneJa,ArneJa/Taxi,4.83,7.54,2.71
+1716,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
 1717,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71
-1718,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
-1719,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
-1720,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
-1721,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
-1722,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69
-1723,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
-1724,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
-1725,Bailefan,Bailefan/Taxi-v3,4.83,7.54,2.71
-1726,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
-1727,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
-1728,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
-1729,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
-1730,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
-1731,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
-1732,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
-1733,eliotz,eliotz/taxicab,4.83,7.54,2.71
-1734,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
-1735,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
-1736,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
-1737,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
-1738,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
-1739,GadH,GadH/Monit,4.83,7.54,2.71
-1740,DimiNim,DimiNim/q-taxi-v3,4.83,7.54,2.71
-1741,Mgollen,Mgollen/q-Taxi-v3,4.83,7.5,2.67
-1742,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71
-1743,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
-1744,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
-1745,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
-1746,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71
-1747,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71
-1748,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67
-1749,r4f705,r4f705/qlearning-taxi-v3,4.83,7.5,2.67
-1750,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
-1751,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
-1752,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
-1753,egee,egee/Taxi-v3,4.83,7.54,2.71
-1754,Brandulio,Brandulio/Taxi-v3,4.83,7.52,2.69
-1755,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71
-1756,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69
-1757,vind,vind/q-Taxi-v3,4.83,7.52,2.69
-1758,jorgelzn,jorgelzn/qlearning-taxi,4.83,7.54,2.71
-1759,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
-1760,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
-1761,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
-1762,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
-1763,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
-1764,Sofiane-Alla,Sofiane-Alla/Taxi-v3,4.83,7.54,2.71
-1765,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
-1766,calwoo,calwoo/Taxi-v3-qlearn,4.83,7.54,2.71
-1767,pomp,pomp/q-taxi-v3,4.83,7.48,2.65
-1768,nandakumar10,nandakumar10/q-Taxi-v3,4.83,7.52,2.69
-1769,mc1017,mc1017/q-Taxi-v3,4.83,7.54,2.71
-1770,ArneJa,ArneJa/Taxi,4.83,7.54,2.71
-1771,supertime1,supertime1/taxi2,4.83,7.52,2.69
-1772,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
-1773,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
-1774,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
-1775,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
-1776,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
-1777,junikeda,junikeda/q-Taxi-v3,4.83,7.52,2.69
-1778,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67
-1779,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71
-1780,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
-1781,sufyn,sufyn/taxi-v3,4.83,7.54,2.71
-1782,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
-1783,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
-1784,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
-1785,ghze,ghze/Taxi_v3,4.83,7.54,2.71
-1786,ghze,ghze/Taxi,4.83,7.54,2.71
-1787,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
-1788,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71
-1789,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
-1790,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
-1791,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
-1792,Bastao,Bastao/taxi_rl,4.83,7.54,2.71
-1793,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
-1794,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
-1795,dxyy,dxyy/taxi3,4.83,7.54,2.71
-1796,alicjak,alicjak/q-Taxi-v3,4.83,7.54,2.71
-1797,caramelody,caramelody/frozen-ca,4.83,7.54,2.71
-1798,caramelody,caramelody/cacaca,4.83,7.54,2.71
-1799,fromhell01,fromhell01/MyQtaxi,4.83,7.54,2.71
-1800,ivanchangoluisa,ivanchangoluisa/q-Taxi-v3,4.83,7.54,2.71
-1801,Leo446673,Leo446673/q-Taxi-v3,4.83,7.54,2.71
-1802,emmanuel17,emmanuel17/Taxiv3,4.83,7.5,2.67
-1803,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71
-1804,AKFromCanada,AKFromCanada/Taxi-v3,4.82,7.46,2.64
-1805,dhorbach,dhorbach/hfc_ql_taxi_v3,4.82,7.54,2.72
-1806,henrikho,henrikho/Taxi-v3,4.82,7.54,2.72
-1807,Carlosrelao,Carlosrelao/q-Taxi-v3,4.82,7.48,2.66
-1808,uladkaz,uladkaz/q-Taxi-v3,4.82,7.48,2.66
-1809,fgeyer,fgeyer/q-Taxi-v3,4.82,7.54,2.72
-1810,Sympan,Sympan/DRL-Course-Taxi-v3,4.82,7.5,2.68
-1811,TheTeamBuilder,TheTeamBuilder/TaxiQLearning,4.82,7.54,2.72
-1812,hugfacerhaha,hugfacerhaha/Taxiv3,4.82,7.54,2.72
-1813,jfrojanoj,jfrojanoj/q-Taxi-v3,4.82,7.48,2.66
-1814,helpingstar,helpingstar/q-Taxi-v3-v2,4.82,7.54,2.72
-1815,Changhyeon,Changhyeon/Taxi-v3,4.82,7.54,2.72
-1816,JoyboyXoXo,JoyboyXoXo/Taxi-V3,4.82,7.54,2.72
-1817,Horken,Horken/q_taxi,4.82,7.54,2.72
-1818,alesthehuman,alesthehuman/q-Taxi-v3,4.82,7.54,2.72
-1819,RajSang,RajSang/q-Taxi-v3,4.82,7.48,2.66
+1718,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
+1719,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
+1720,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
+1721,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71
+1722,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
+1723,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
+1724,Nake,Nake/Taxi-v3,4.83,7.54,2.71
+1725,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67
+1726,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
+1727,sufyn,sufyn/taxi-v3,4.83,7.54,2.71
+1728,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
+1729,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
+1730,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
+1731,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
+1732,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
+1733,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
+1734,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
+1735,banden,banden/Taxi-v1,4.83,7.48,2.65
+1736,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
+1737,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
+1738,npit,npit/taxi-v3,4.83,7.54,2.71
+1739,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
+1740,junikeda,junikeda/q-Taxi-v3,4.83,7.52,2.69
+1741,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
+1742,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
+1743,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
+1744,knarasi1,knarasi1/q-v1-Taxiv3,4.83,7.54,2.71
+1745,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
+1746,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
+1747,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
+1748,Sofiane-Alla,Sofiane-Alla/Taxi-v3,4.83,7.54,2.71
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