diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1688,1230 +1688,1231 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1687,msoilan-usal,msoilan-usal/taxi-v3_v1,4.85,7.56,2.71
 1688,MHaurel,MHaurel/Taxi-v3,4.85,7.56,2.71
 1689,Falcinspire,Falcinspire/q-Taxi-v3,4.85,7.56,2.71
-1690,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
-1691,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
-1692,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
-1693,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
-1694,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
-1695,dalemu,dalemu/taxi,4.84,7.54,2.7
-1696,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
-1697,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
-1698,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1690,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
+1691,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
+1692,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
+1693,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
+1694,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
+1695,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
+1696,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
+1697,henripett,henripett/taxiV3,4.84,7.54,2.7
+1698,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
 1699,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
-1700,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
-1701,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
-1702,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
-1703,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
-1704,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
-1705,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
-1706,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
-1707,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
-1708,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
-1709,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
-1710,henripett,henripett/taxiV3,4.84,7.54,2.7
+1700,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
+1701,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
+1702,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1703,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
+1704,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
+1705,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
+1706,dalemu,dalemu/taxi,4.84,7.54,2.7
+1707,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
+1708,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
+1709,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
+1710,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
 1711,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
-1712,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
-1713,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71
-1714,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
-1715,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
-1716,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
-1717,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
-1718,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
-1719,sbeyza,sbeyza/taxi-v3-with-Q-learning,4.83,7.54,2.71
-1720,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
-1721,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
-1722,fromhell01,fromhell01/MyQtaxi,4.83,7.54,2.71
-1723,caramelody,caramelody/cacaca,4.83,7.54,2.71
-1724,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
-1725,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
-1726,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
-1727,jliu596,jliu596/taxi,4.83,7.54,2.71
-1728,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
-1729,Sofiane-Alla,Sofiane-Alla/Taxi-v3,4.83,7.54,2.71
-1730,Leo446673,Leo446673/q-Taxi-v3,4.83,7.54,2.71
-1731,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
-1732,Periramm,Periramm/q-taxi,4.83,7.54,2.71
-1733,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
-1734,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
-1735,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69
-1736,ArneJa,ArneJa/Taxi,4.83,7.54,2.71
-1737,ghze,ghze/Taxi_v3,4.83,7.54,2.71
-1738,ghze,ghze/Taxi,4.83,7.54,2.71
-1739,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
-1740,ManishW,ManishW/q-Taxi-v3-v1,4.83,7.54,2.71
-1741,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
-1742,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
-1743,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71
-1744,nandakumar10,nandakumar10/q-Taxi-v3,4.83,7.52,2.69
-1745,Anastasiaps,Anastasiaps/Taxi-v3,4.83,7.54,2.71
-1746,Ojas-CoderAI,Ojas-CoderAI/Taxi_practice,4.83,7.54,2.71
-1747,mc1017,mc1017/q-Taxi-v3,4.83,7.54,2.71
-1748,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
-1749,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
-1750,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
-1751,fetiska,fetiska/downtown-cab-co,4.83,7.52,2.69
-1752,eliotz,eliotz/taxicab,4.83,7.54,2.71
-1753,DimiNim,DimiNim/q-taxi-v3,4.83,7.54,2.71
-1754,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
-1755,caramelody,caramelody/frozen-ca,4.83,7.54,2.71
-1756,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
-1757,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
-1758,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
-1759,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
-1760,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
-1761,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
-1762,r4f705,r4f705/qlearning-taxi-v3,4.83,7.5,2.67
-1763,egee,egee/Taxi-v3,4.83,7.54,2.71
-1764,dxyy,dxyy/taxi3,4.83,7.54,2.71
-1765,pomp,pomp/q-taxi-v3,4.83,7.48,2.65
-1766,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71
-1767,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
-1768,Nake,Nake/Taxi-v3,4.83,7.54,2.71
-1769,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
-1770,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
-1771,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
-1772,knarasi1,knarasi1/q-v1-Taxiv3,4.83,7.54,2.71
-1773,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71
-1774,UseTheForce,UseTheForce/Taxi-RL-Gym,4.83,7.5,2.67
-1775,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
-1776,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
-1777,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
-1778,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
-1779,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
-1780,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
-1781,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
-1782,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
-1783,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
-1784,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71
-1785,jorgelzn,jorgelzn/qlearning-taxi,4.83,7.54,2.71
-1786,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67
-1787,Behnam,Behnam/q-Taxi-v3,4.83,7.54,2.71
-1788,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71
-1789,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
-1790,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
-1791,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
-1792,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
-1793,supertime1,supertime1/taxi2,4.83,7.52,2.69
-1794,sufyn,sufyn/taxi-v3,4.83,7.54,2.71
-1795,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
-1796,Bastao,Bastao/taxi_rl,4.83,7.54,2.71
-1797,junikeda,junikeda/q-Taxi-v3,4.83,7.52,2.69
-1798,Brandulio,Brandulio/Taxi-v3,4.83,7.52,2.69
-1799,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
-1800,ivanchangoluisa,ivanchangoluisa/q-Taxi-v3,4.83,7.54,2.71
-1801,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
-1802,Bailefan,Bailefan/Taxi-v3,4.83,7.54,2.71
-1803,emmanuel17,emmanuel17/Taxiv3,4.83,7.5,2.67
-1804,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
-1805,vind,vind/q-Taxi-v3,4.83,7.52,2.69
-1806,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
-1807,Mgollen,Mgollen/q-Taxi-v3,4.83,7.5,2.67
-1808,alicjak,alicjak/q-Taxi-v3,4.83,7.54,2.71
-1809,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71
-1810,banden,banden/Taxi-v1,4.83,7.48,2.65
-1811,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
-1812,UnaiGurbindo,UnaiGurbindo/Taxi-v3,4.83,7.54,2.71
-1813,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
-1814,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
-1815,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71
-1816,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
-1817,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
-1818,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
-1819,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
-1820,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71
-1821,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69
-1822,GadH,GadH/Monit,4.83,7.54,2.71
-1823,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
-1824,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
-1825,calwoo,calwoo/Taxi-v3-qlearn,4.83,7.54,2.71
-1826,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
-1827,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
-1828,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
-1829,npit,npit/taxi-v3,4.83,7.54,2.71
-1830,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
-1831,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67
-1832,Horken,Horken/q_taxi,4.82,7.54,2.72
-1833,fgeyer,fgeyer/q-Taxi-v3,4.82,7.54,2.72
-1834,alesthehuman,alesthehuman/q-Taxi-v3,4.82,7.54,2.72
+1712,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
+1713,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
+1714,Periramm,Periramm/q-taxi,4.83,7.54,2.71
+1715,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
+1716,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71
+1717,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
+1718,GadH,GadH/Monit,4.83,7.54,2.71
+1719,junikeda,junikeda/q-Taxi-v3,4.83,7.52,2.69
+1720,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67
+1721,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
+1722,caramelody,caramelody/cacaca,4.83,7.54,2.71
+1723,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
+1724,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
+1725,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
+1726,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
+1727,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
+1728,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
+1729,pomp,pomp/q-taxi-v3,4.83,7.48,2.65
+1730,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
+1731,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71
+1732,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
+1733,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
+1734,r4f705,r4f705/qlearning-taxi-v3,4.83,7.5,2.67
+1735,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
+1736,fromhell01,fromhell01/MyQtaxi,4.83,7.54,2.71
+1737,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
+1738,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
+1739,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
+1740,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
+1741,ghze,ghze/Taxi_v3,4.83,7.54,2.71
+1742,ArneJa,ArneJa/Taxi,4.83,7.54,2.71
+1743,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
+1744,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
+1745,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71
+1746,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
+1747,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
+1748,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
+1749,ghze,ghze/Taxi,4.83,7.54,2.71
+1750,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71
+1751,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
+1752,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
+1753,Mgollen,Mgollen/q-Taxi-v3,4.83,7.5,2.67
+1754,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
+1755,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71
+1756,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
+1757,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
+1758,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
+1759,Ojas-CoderAI,Ojas-CoderAI/Taxi_practice,4.83,7.54,2.71
+1760,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
+1761,mc1017,mc1017/q-Taxi-v3,4.83,7.54,2.71
+1762,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
+1763,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
+1764,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
+1765,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
+1766,UseTheForce,UseTheForce/Taxi-RL-Gym,4.83,7.5,2.67
+1767,npit,npit/taxi-v3,4.83,7.54,2.71
+1768,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
+1769,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
+1770,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
+1771,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
+1772,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
+1773,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
+1774,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
+1775,UnaiGurbindo,UnaiGurbindo/Taxi-v3,4.83,7.54,2.71
+1776,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
+1777,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71
+1778,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69
+1779,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
+1780,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
+1781,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
+1782,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
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-2007,AigizK,AigizK/taxi-v3,4.8100000000000005,7.54,2.73
-2008,TRiddle,TRiddle/q-Taxi-v3,4.8100000000000005,7.54,2.73
-2009,fontanap,fontanap/Taxi-v3,4.8100000000000005,7.54,2.73
-2010,yzzhong,yzzhong/RL_q_tax,4.8100000000000005,7.54,2.73
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