diff --git "a/Taxi-v3.csv" "b/Taxi-v3.csv"
--- "a/Taxi-v3.csv"
+++ "b/Taxi-v3.csv"
@@ -1635,1177 +1635,1178 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1634,zwtharry,zwtharry/Taxiiv3,4.85,7.56,2.71
 1635,zwtharry,zwtharry/Taxiv3,4.85,7.56,2.71
 1636,Phips,Phips/Taxi-v3,4.85,7.56,2.71
-1637,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
-1638,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1637,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
+1638,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
 1639,dalemu,dalemu/taxi,4.84,7.54,2.7
 1640,SultanR,SultanR/Taxi-V3,4.84,7.54,2.7
-1641,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
-1642,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
-1643,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
-1644,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
-1645,OMARS200,OMARS200/Taxi-v3,4.84,7.54,2.7
-1646,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
-1647,henripett,henripett/taxiV3,4.84,7.54,2.7
-1648,joheras,joheras/q-Taxi-v3,4.84,7.54,2.7
-1649,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
-1650,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
-1651,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
-1652,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
-1653,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
-1654,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
-1655,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
-1656,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
-1657,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
-1658,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
-1659,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
-1660,Leo446673,Leo446673/q-Taxi-v3,4.83,7.54,2.71
-1661,sanitas,sanitas/q-taxi-v3,4.83,7.54,2.71
-1662,MarkChen1214,MarkChen1214/q-Taxi-v3,4.83,7.54,2.71
-1663,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
-1664,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
-1665,mlewand,mlewand/Taxi3-Qlearning,4.83,7.54,2.71
-1666,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
-1667,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
-1668,LinasKo,LinasKo/q-Taxi-v3,4.83,7.52,2.69
-1669,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
-1670,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
-1671,zpattdev,zpattdev/taxi-v3,4.83,7.5,2.67
-1672,Behnam,Behnam/q-Taxi-v3,4.83,7.54,2.71
-1673,sufyn,sufyn/taxi-v3,4.83,7.54,2.71
-1674,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
-1675,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
-1676,lsaulier,lsaulier/q-Taxi-v3,4.83,7.54,2.71
-1677,junikeda,junikeda/q-Taxi-v3,4.83,7.52,2.69
-1678,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
-1679,eswat,eswat/q-Taxi-v3,4.83,7.54,2.71
-1680,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
-1681,ghze,ghze/Taxi_v3,4.83,7.54,2.71
-1682,ghze,ghze/Taxi,4.83,7.54,2.71
-1683,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
-1684,jakka,jakka/q-Taxi-v3,4.83,7.54,2.71
-1685,ManishW,ManishW/q-Taxi-v3-v1,4.83,7.54,2.71
-1686,pomp,pomp/q-taxi-v3,4.83,7.48,2.65
-1687,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
-1688,banden,banden/Taxi-v1,4.83,7.48,2.65
-1689,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
-1690,phqlong,phqlong/q-Taxi-v3,4.83,7.54,2.71
-1691,Periramm,Periramm/q-taxi,4.83,7.54,2.71
-1692,tianyun,tianyun/q-Taxi-v3-25x5x4,4.83,7.54,2.71
-1693,kambehmw,kambehmw/q-Taxi-v3,4.83,7.54,2.71
-1694,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
-1695,calwoo,calwoo/Taxi-v3-qlearn,4.83,7.54,2.71
-1696,fawwazanvilen,fawwazanvilen/q-Taxi-v3,4.83,7.48,2.65
-1697,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
-1698,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
-1699,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
-1700,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67
-1701,ntinosmg,ntinosmg/taxi-v3,4.83,7.54,2.71
-1702,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
-1703,gioca91,gioca91/q-Taxi-v3,4.83,7.54,2.71
-1704,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
-1705,J4m35M4xw3ll,J4m35M4xw3ll/Taxi-v3,4.83,7.54,2.71
-1706,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
-1707,shashankgarewal,shashankgarewal/taxi_default_parameters,4.83,7.54,2.71
-1708,kmposkid1,kmposkid1/q-Taxi-v3,4.83,7.54,2.71
-1709,supertime1,supertime1/taxi2,4.83,7.52,2.69
-1710,DimiNim,DimiNim/q-taxi-v3,4.83,7.54,2.71
-1711,GadH,GadH/Monit,4.83,7.54,2.71
-1712,mmirmahdi,mmirmahdi/Taxi-v3,4.83,7.54,2.71
-1713,Mgollen,Mgollen/q-Taxi-v3,4.83,7.5,2.67
-1714,fromhell01,fromhell01/MyQtaxi,4.83,7.54,2.71
-1715,DragonProgrammer,DragonProgrammer/Taxi,4.83,7.5,2.67
-1716,dxyy,dxyy/taxi3,4.83,7.54,2.71
-1717,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
-1718,marktrovinger,marktrovinger/q-Taxi-v3,4.83,7.54,2.71
-1719,kwecht,kwecht/q-Taxi-v3-unit2-default,4.83,7.54,2.71
-1720,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
-1721,Brandulio,Brandulio/Taxi-v3,4.83,7.52,2.69
-1722,vind,vind/q-Taxi-v3-35k,4.83,7.52,2.69
-1723,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
-1724,Bailefan,Bailefan/Taxi-v3,4.83,7.54,2.71
-1725,egee,egee/Taxi-v3,4.83,7.54,2.71
-1726,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
-1727,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
-1728,tzs,tzs/q-Taxi-v3,4.83,7.54,2.71
-1729,ArneJa,ArneJa/Taxi,4.83,7.54,2.71
-1730,marianafmedeiros,marianafmedeiros/qlearning-taxi-v3,4.83,7.54,2.71
-1731,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
-1732,kalmufti,kalmufti/q-Taxi-v3,4.83,7.5,2.67
-1733,workRL,workRL/q-Taxi-v3,4.83,7.54,2.71
-1734,Sofiane-Alla,Sofiane-Alla/Taxi-v3,4.83,7.54,2.71
-1735,Bastao,Bastao/taxi_rl,4.83,7.54,2.71
-1736,reachrkr,reachrkr/Taxi-v3,4.83,7.54,2.71
-1737,caramelody,caramelody/frozen-ca,4.83,7.54,2.71
-1738,caramelody,caramelody/cacaca,4.83,7.54,2.71
-1739,paarth-sachan,paarth-sachan/taxi_gymnasium,4.83,7.52,2.69
-1740,vind,vind/q-Taxi-v3,4.83,7.52,2.69
-1741,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
-1742,npit,npit/taxi-v3,4.83,7.54,2.71
-1743,rossHuggingMay,rossHuggingMay/q-Taxi-v3,4.83,7.5,2.67
-1744,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
-1745,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
-1746,kostasang,kostasang/q-Taxi-v3,4.83,7.48,2.65
-1747,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
-1748,Nake,Nake/Taxi-v3,4.83,7.54,2.71
-1749,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
-1750,zeyefkey,zeyefkey/q-Taxi-v3,4.83,7.54,2.71
-1751,jorgelzn,jorgelzn/qlearning-taxi,4.83,7.54,2.71
-1752,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
-1753,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
-1754,jliu596,jliu596/taxi,4.83,7.54,2.71
-1755,ecemisildar,ecemisildar/taxi_rl,4.83,7.54,2.71
-1756,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
-1757,UnaiGurbindo,UnaiGurbindo/Taxi-v3,4.83,7.54,2.71
-1758,r4f705,r4f705/qlearning-taxi-v3,4.83,7.5,2.67
-1759,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
-1760,emmanuel17,emmanuel17/Taxiv3,4.83,7.5,2.67
-1761,alicjak,alicjak/q-Taxi-v3,4.83,7.54,2.71
-1762,ivanchangoluisa,ivanchangoluisa/q-Taxi-v3,4.83,7.54,2.71
-1763,jonalkw,jonalkw/taxi-driver,4.83,7.48,2.65
-1764,radius27,radius27/q-Taxi-v3,4.83,7.52,2.69
-1765,eliotz,eliotz/taxicab,4.83,7.54,2.71
-1766,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
-1767,jeinsong,jeinsong/taxi-v3,4.83,7.54,2.71
-1768,kparker,kparker/q-Taxi-v3,4.83,7.54,2.71
-1769,Vis03al,Vis03al/taxi-v3-qlearning,4.83,7.54,2.71
-1770,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
-1771,JoyboyXoXo,JoyboyXoXo/Taxi-V3,4.82,7.54,2.72
-1772,gelas,gelas/taxi,4.82,7.46,2.64
-1773,fgeyer,fgeyer/q-Taxi-v3,4.82,7.54,2.72
-1774,voyzan,voyzan/unit2-Taxi-v3,4.82,7.54,2.72
-1775,Horken,Horken/q_taxi,4.82,7.54,2.72
-1776,RajSang,RajSang/q-Taxi-v3,4.82,7.48,2.66
-1777,andres-hsn,andres-hsn/q-Taxi-v3,4.82,7.54,2.72
-1778,Sympan,Sympan/DRL-Course-Taxi-v3,4.82,7.5,2.68
-1779,helpingstar,helpingstar/q-Taxi-v3-v2,4.82,7.54,2.72
-1780,Carlosrelao,Carlosrelao/q-Taxi-v3,4.82,7.48,2.66
-1781,alesthehuman,alesthehuman/q-Taxi-v3,4.82,7.54,2.72
-1782,hugfacerhaha,hugfacerhaha/Taxiv3,4.82,7.54,2.72
-1783,jfrojanoj,jfrojanoj/q-Taxi-v3,4.82,7.48,2.66
-1784,henrikho,henrikho/Taxi-v3,4.82,7.54,2.72
-1785,TheTeamBuilder,TheTeamBuilder/TaxiQLearning,4.82,7.54,2.72
-1786,dhorbach,dhorbach/hfc_ql_taxi_v3,4.82,7.54,2.72
-1787,uladkaz,uladkaz/q-Taxi-v3,4.82,7.48,2.66
-1788,Changhyeon,Changhyeon/Taxi-v3,4.82,7.54,2.72
-1789,AKFromCanada,AKFromCanada/Taxi-v3,4.82,7.46,2.64
-1790,PraveenKishore,PraveenKishore/q-Taxi-v3,4.819999999999999,7.52,2.7
-1791,robkayinto,robkayinto/dumbassRepoName,4.819999999999999,7.52,2.7
-1792,PriyanshS,PriyanshS/drl-handson-2_2-v1,4.819999999999999,7.52,2.7
-1793,pittawat,pittawat/q-Taxi-v3-eval,4.819999999999999,7.52,2.7
-1794,wangxso,wangxso/q-taxi-v3,4.819999999999999,7.52,2.7
-1795,cornut,cornut/texi_test,4.819999999999999,7.52,2.7
-1796,gan11,gan11/Q-Learning-Taxi-v2,4.819999999999999,7.52,2.7
-1797,dgodderis,dgodderis/taxi,4.819999999999999,7.52,2.7
+1641,hieule,hieule/rl-qlearning-taxi,4.84,7.54,2.7
+1642,bitwild,bitwild/Taxi-v3,4.84,7.54,2.7
+1643,matemato,matemato/q-Taxi-v3,4.84,7.54,2.7
+1644,globophobe,globophobe/q-Taxi-v3,4.84,7.48,2.64
+1645,PhuocBui,PhuocBui/q-Taxi-v3,4.84,7.54,2.7
+1646,w4yw4rd,w4yw4rd/Taxi-v3,4.84,7.54,2.7
+1647,joydragon,joydragon/Taxi-v3,4.84,7.54,2.7
+1648,harveymannering,harveymannering/q-Taxi-v3,4.84,7.54,2.7
+1649,henripett,henripett/taxiV3,4.84,7.54,2.7
+1650,Gianni33,Gianni33/q-Taxi-v3,4.84,7.54,2.7
+1651,rafaelelter,rafaelelter/Taxi-v3,4.84,7.48,2.64
+1652,BigTimeCoderSean,BigTimeCoderSean/q-Taxi-v3,4.84,7.54,2.7
+1653,aleks0309,aleks0309/q-Taxi-v3,4.84,7.54,2.7
+1654,davera-017,davera-017/q-Taxi-v3,4.84,7.54,2.7
+1655,ImDachun,ImDachun/q-Taxi-v3,4.84,7.54,2.7
+1656,michal512,michal512/q-learning-Taxi-v3,4.84,7.54,2.7
+1657,Bhanu9Prakash,Bhanu9Prakash/taxiv3-it1,4.84,7.5,2.66
+1658,akoshel,akoshel/q-CartPole-v1,4.84,7.54,2.7
+1659,justinsiow,justinsiow/q-Taxi-v3,4.84,7.54,2.7
+1660,MerveOzer,MerveOzer/Taxi-v3,4.83,7.54,2.71
+1661,dataLearning,dataLearning/q-Taxi-V3,4.83,7.48,2.65
+1662,ShreyasM,ShreyasM/Taxi-v3,4.83,7.54,2.71
+1663,mahmoud-mohey,mahmoud-mohey/Taxi-v3,4.83,7.54,2.71
+1664,banden,banden/Taxi-v1,4.83,7.48,2.65
+1665,Nake,Nake/Taxi-v3,4.83,7.54,2.71
+1666,dariodipalma,dariodipalma/taxi-v3,4.83,7.54,2.71
+1667,newbie4000,newbie4000/Taxi-v3,4.83,7.54,2.71
+1668,npit,npit/taxi-v3,4.83,7.54,2.71
+1669,Falguni,Falguni/q-Taxi-v3,4.83,7.54,2.71
+1670,ShunCena,ShunCena/AutoTaxi-v3,4.83,7.54,2.71
+1671,kaankaracor,kaankaracor/q-Taxi-v3,4.83,7.54,2.71
+1672,rafrito,rafrito/Taxi0v3,4.83,7.54,2.71
+1673,srandazzo,srandazzo/q-Taxi-v3,4.83,7.54,2.71
+1674,Kon3000,Kon3000/Taxi-v3,4.83,7.54,2.71
+1675,Jac0b,Jac0b/taxi-v3-qtable,4.83,7.54,2.71
+1676,jliu596,jliu596/taxi,4.83,7.54,2.71
+1677,Augcos,Augcos/Taxi-v3,4.83,7.54,2.71
+1678,heybezayb,heybezayb/TaxiV3,4.83,7.54,2.71
+1679,Nyxynyx,Nyxynyx/q-Taxi-v3,4.83,7.54,2.71
+1680,zzen0008,zzen0008/q-Taxi-v3,4.83,7.5,2.67
+1681,dcv21,dcv21/q-Taxi-v3,4.83,7.54,2.71
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+1687,feratur,feratur/q-Taxi-v3,4.83,7.54,2.71
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+1689,rahulsnkr,rahulsnkr/taxiV3-deep-rl-course,4.83,7.54,2.71
+1690,JessicaHsu,JessicaHsu/qTaxi-v3,4.83,7.54,2.71
+1691,supertime1,supertime1/taxi2,4.83,7.52,2.69
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+1693,huggingcats,huggingcats/Taxi-v3,4.83,7.5,2.67
+1694,Bailefan,Bailefan/Taxi-v3,4.83,7.54,2.71
+1695,wakakaka,wakakaka/Taxi-v3,4.83,7.54,2.71
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+1697,Pirate95,Pirate95/q-Taxi-v3,4.83,7.54,2.71
+1698,aratshimyanga,aratshimyanga/q-taxi-v3,4.83,7.54,2.71
+1699,rdesarz,rdesarz/Q-Learning-Taxi-v3,4.83,7.48,2.65
+1700,egee,egee/Taxi-v3,4.83,7.54,2.71
+1701,JfuentesR,JfuentesR/Taxi-v3,4.83,7.52,2.69
+1702,gsotnikov,gsotnikov/Taxi-v3-baseline,4.83,7.54,2.71
+1703,TinySuitStarfish,TinySuitStarfish/q-Taxi-v3,4.83,7.48,2.65
+1704,anujshah645,anujshah645/q-Taxi-v3,4.83,7.54,2.71
+1705,CoenSchouten,CoenSchouten/q-FrozenLake-v1-4x4-noSlippery,4.83,7.54,2.71
+1706,robkayinto,robkayinto/dumbassRepoNameLocal,4.83,7.54,2.71
+1707,Dewa,Dewa/rl-q-taxt-v1,4.83,7.54,2.71
+1708,skywalker7,skywalker7/Taxi-v3,4.83,7.5,2.67
+1709,YisusLn,YisusLn/Taxi-v3,4.83,7.54,2.71
+1710,abbiekeats,abbiekeats/Taxi-v3,4.83,7.52,2.69
+1711,aiartwork,aiartwork/q-Taxi-v3,4.83,7.54,2.71
+1712,Jozaita,Jozaita/q-Taxi-v3,4.83,7.54,2.71
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