Datasets:

huggingface-projects
/

drlc-leaderboard-data

@@ -1334,8 +1334,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1333,mpetrikov,mpetrikov/CartPole-v1,498.8,499.7,0.9
 1334,Manaro,Manaro/Reinforce-cartpole,498.8,499.7,0.9
 1335,pfunk,pfunk/CartPole-v1-DQPN_freq-seed3,498.77,498.77,0.0
-1336,pfunk,pfunk/CartPole-v1-DQPN_freq_1000-seed1,498.63,498.63,0.0
-1337,pfunk,pfunk/CartPole-v1-CP_DQPN_x50-seed1,498.63,498.63,0.0
 1338,pfunk,pfunk/CartPole-v1-CP_DQPN_x20-seed555,498.52,498.52,0.0
 1339,pfunk,pfunk/CartPole-v1-DQN_lr_0.00003-seed3,497.97,497.97,0.0
 1340,pfunk,pfunk/CartPole-v1-CP_DQPN_x10-seed355,497.91,497.91,0.0
@@ -1358,9 +1358,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1357,pfunk,pfunk/CartPole-v1-CP_DQN_norm_40-seed888,496.06,496.06,0.0
 1358,sofiapecora,sofiapecora/Reinforce-cartpole2,496.0,499.0,3.0
 1359,pfunk,pfunk/CartPole-v1-DQPN_freq_30-seed1,495.93,495.93,0.0
-1360,pfunk,pfunk/CartPole-v1-DQN_baseline-seed4,495.67,495.67,0.0
-1361,pfunk,pfunk/CartPole-v1-DQN_newww-seed4,495.67,495.67,0.0
-1362,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed4,495.67,495.67,0.0
 1363,pfunk,pfunk/CartPole-v1-DQN_lr_0.00005-seed1,495.62,495.62,0.0
 1364,pfunk,pfunk/CartPole-v1-DQPN_freq_150-seed1,495.6,495.6,0.0
 1365,pfunk,pfunk/CartPole-v1-CP_DQPN_x50-seed828,495.55,495.55,0.0
@@ -1374,16 +1374,16 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1373,pfunk,pfunk/CartPole-v1-CP_DQPN_x50-seed410,495.15,495.15,0.0
 1374,pfunk,pfunk/CartPole-v1-CP_DQPN_x2-seed929,495.14,495.14,0.0
 1375,pfunk,pfunk/CartPole-v1-DQPN_freq_100-seed2,495.13,495.13,0.0
-1376,pfunk,pfunk/CartPole-v1-CP_DQN-seed612,495.13,495.13,0.0
 1377,pfunk,pfunk/CartPole-v1-CP_DQPN_x5-seed2,495.13,495.13,0.0
-1378,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed612,495.13,495.13,0.0
 1379,pfunk,pfunk/CartPole-v1-CP_DQPN_x100-seed355,495.12,495.12,0.0
 1380,pfunk,pfunk/CartPole-v1-DQN_lr_0.00003-seed4,495.02,495.02,0.0
 1381,kyeongpil,kyeongpil/Reinforce-CartPole-v1,494.8,498.7,3.9
 1382,pfunk,pfunk/CartPole-v1-DQN_lr_0.00008-seed2,494.72,494.72,0.0
-1383,pfunk,pfunk/CartPole-v1-DQN_newww-seed3,494.56,494.56,0.0
-1384,pfunk,pfunk/CartPole-v1-DQN_baseline-seed3,494.56,494.56,0.0
-1385,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed3,494.56,494.56,0.0
 1386,pfunk,pfunk/CartPole-v1-DQN_buffersize_100000-seed1,494.46,494.46,0.0
 1387,pfunk,pfunk/CartPole-v1-CP_DQPN_x50-seed355,494.38,494.38,0.0
 1388,pfunk,pfunk/CartPole-v1-CP_DQPN_x2-seed2,494.32,494.32,0.0
@@ -1402,13 +1402,13 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1401,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed888,491.27,491.27,0.0
 1402,pfunk,pfunk/CartPole-v1-CP_DQN-seed888,491.27,491.27,0.0
 1403,pfunk,pfunk/CartPole-v1-DQN_lr_0.00005-seed3,491.1,491.1,0.0
-1404,pfunk,pfunk/CartPole-v1-CP_DQN-seed410,490.61,490.61,0.0
-1405,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed410,490.61,490.61,0.0
-1406,Bhanu9Prakash,Bhanu9Prakash/Reinforce-cart-game-1,490.0,497.5,7.5
-1407,MetaAnomie,MetaAnomie/Reinforce-CartPole-v1,490.0,497.5,7.5
 1408,coyotespike,coyotespike/Reinforce-Cart1,489.59999999999997,497.4,7.8
-1409,jkorstad,jkorstad/Cartpole-v1,489.2,497.3,8.1
-1410,sheryliza,sheryliza/Reinforce-v1,489.2,497.3,8.1
 1411,0sunfire0,0sunfire0/Cartpole-v1_train_01,488.8,497.2,8.4
 1412,ericalt,ericalt/Reinforce-CartPole-v1,487.59999999999997,496.9,9.3
 1413,rlanday,rlanday/Reinforce-CartPole-v1,487.2,496.8,9.6
@@ -1454,11 +1454,11 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1453,nhiro3303,nhiro3303/Reinforce-CartPole-v1,465.2,491.3,26.1
 1454,ramonzaca,ramonzaca/Reinforce-CartPole-v1,464.8,491.2,26.4
 1455,KaiquanMah,KaiquanMah/Reinforce-unit4-Cartpole-Policy-Gradient,464.40000000000003,491.1,26.7
-1456,Falcinspire,Falcinspire/Reinforce-MLP-v1-Cartpole-v1,464.40000000000003,491.1,26.7
-1457,RMAV,RMAV/Reinforce-CartPole-V1,464.40000000000003,491.1,26.7
-1458,avojarot,avojarot/Reinforce-1,463.2,490.8,27.6
-1459,sam133,sam133/cartpole_ppo_transformer,463.2,490.8,27.6
-1460,AymaneLA,AymaneLA/a2c-cartpole,463.2,490.8,27.6
 1461,chenmertens,chenmertens/Reinforce-cartpole,462.8,490.7,27.9
 1462,motmono,motmono/diy-ppo-CartPole-v1,462.40000000000003,490.6,28.2
 1463,pfunk,pfunk/CartPole-v1-DQN_new-seed2,461.91,461.91,0.0
@@ -1473,10 +1473,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1472,toinsson,toinsson/Reinforce-cartpole-0,453.59999999999997,488.4,34.8
 1473,dxyy,dxyy/monteCarlo-cartpolev1,452.46000000000004,470.6,18.14
 1474,RajkNakka,RajkNakka/Reinforce-CartPole-v1,451.13,474.9,23.77
-1475,Deisler,Deisler/Reinforce-Cartoole-01,450.40000000000003,487.6,37.2
-1476,erud1t3,erud1t3/Reinforce-CartPole-v1,450.40000000000003,487.6,37.2
-1477,ThePianist,ThePianist/Reinforce-CartPole-v1,450.0,487.5,37.5
-1478,dylwil3,dylwil3/reinforce-cartpole-v1,450.0,450.0,0.0
 1479,MattBoraske,MattBoraske/Monte-Carlo-Reinforce,449.59999999999997,487.4,37.8
 1480,EvaOr,EvaOr/DeepRL_chp4_grad_desc_cartpole,449.59999999999997,487.4,37.8
 1481,shtif,shtif/Reinforce-CartPole,449.3,483.1,33.8
@@ -1491,8 +1491,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1490,ankandrew,ankandrew/Reinforce-CartPole-v1,446.40000000000003,486.6,40.2
 1491,Bastian1111,Bastian1111/Reinforce-CartPole-v1,446.29999999999995,483.4,37.1
 1492,luhx,luhx/Reinforce-CartPole-v1,446.0,486.5,40.5
-1493,jcramirezpr,jcramirezpr/Reinforce-cartpole1,445.59999999999997,486.4,40.8
-1494,habanoz,habanoz/Reinforce-cartpole-v1,445.59999999999997,486.4,40.8
 1495,pfunk,pfunk/CartPole-v1-DQPN_freq_10000_0.99-seed3,445.04,445.04,0.0
 1496,kestrel256,kestrel256/q-cartpole-reinforce,444.8,486.2,41.4
 1497,jxiao,jxiao/Reinforce-CartPole-v1,443.59999999999997,485.9,42.3
@@ -1520,8 +1520,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1519,hoaio,hoaio/Reinforce-Cartpole-v1,431.01,468.8,37.79
 1520,haidlir,haidlir/CartPole-v1-Reinforce,430.46,478.9,48.44
 1521,pfunk,pfunk/CartPole-v1-DQPN_freq_5000_0.99-seed4,430.34,430.34,0.0
-1522,BanUrsus,BanUrsus/Reinforce-CartPole-v1,430.0,482.5,52.5
-1523,jaygdesai,jaygdesai/Reinforce-Jay-cartpole,430.0,482.5,52.5
 1524,pfunk,pfunk/CartPole-v1-DQN_end_e_0.3-seed4,429.87,429.87,0.0
 1525,pfunk,pfunk/CartPole-v1-DQN_buffersize_100000-seed4,429.1,429.1,0.0
 1526,pfunk,pfunk/CartPole-v1-DQPN_scalar_update-seed1,429.09999999999997,454.2,25.1
@@ -1536,8 +1536,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1535,CreativeEvolution,CreativeEvolution/Reinforce-CartPole-v1,421.12,485.97,64.85
 1536,dawoz,dawoz/Reinforce-CartPole-v1-MLP,420.95000000000005,486.6,65.65
 1537,Taratata,Taratata/Reinforce-CartPole-v1,420.8,480.2,59.4
-1538,keshan,keshan/reinforce-cart-pole-v1,420.40000000000003,480.1,59.7
-1539,Kentris,Kentris/CartPole-v1,420.40000000000003,480.1,59.7
 1540,alkiskoudounas,alkiskoudounas/Reinforce-CartPole-v1,418.11,477.2,59.09
 1541,kitrak-rev,kitrak-rev/Reinforce-CartPole-v1,417.82,433.3,15.48
 1542,jenya-g,jenya-g/Reinforce-Cartpole-v1,415.05999999999995,484.15,69.09
@@ -1583,8 +1583,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1582,nikogarro,nikogarro/Reinforce-CartPole-v1,388.56,449.0,60.44
 1583,Eksperymenty,Eksperymenty/Reinforce-CartPole-v1,388.14000000000004,445.1,56.96
 1584,pfunk,pfunk/CartPole-v1-CP_DQPN_x10-seed777,388.06,388.06,0.0
-1585,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed777,387.57,387.57,0.0
-1586,pfunk,pfunk/CartPole-v1-CP_DQN-seed777,387.57,387.57,0.0
 1587,kvothe,kvothe/Reinforce-cartpole_v1,387.12,464.27,77.15
 1588,Flynews,Flynews/Reinforce-cartpole-test,385.99,403.47,17.48
 1589,pfunk,pfunk/CartPole-v1-DQPN_freq_1000_0.99-seed4,385.92,385.92,0.0
@@ -1687,15 +1687,15 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1686,Varaprabha,Varaprabha/Reinfoce-4-Ver2,310.40000000000003,452.6,142.2
 1687,Saladchin,Saladchin/Reinforce-1,310.0,452.5,142.5
 1688,fontanap,fontanap/Reinforce-Cartpole,309.20000000000005,452.3,143.1
-1689,Harri,Harri/Reinforce-CartPole-v1,308.79999999999995,452.2,143.4
-1690,wykonos,wykonos/cartpole,308.79999999999995,452.2,143.4
 1691,jondister,jondister/JD_Cartpole,308.0,452.0,144.0
 1692,ThomasSimonini,ThomasSimonini/Finaltestcartpole,307.59999999999997,451.9,144.3
 1693,ikaith,ikaith/Reinforce-v1,307.59999999999997,451.9,144.3
 1694,sohm,sohm/Reinforce-v3,306.79999999999995,451.7,144.9
-1695,DoctorRobotnik,DoctorRobotnik/Reinforce-0,306.40000000000003,451.6,145.2
 1696,catrabbitbear,catrabbitbear/Reinforce-cartpole-1,306.40000000000003,451.6,145.2
-1697,harshil128,harshil128/Reinforce-cartpole-V2,306.40000000000003,451.6,145.2
 1698,stela-91,stela-91/RL-unit4,305.45,319.9,14.45
 1699,nachshonc,nachshonc/RL-unit4-reinforce,305.20000000000005,451.3,146.1
 1700,HananAther,HananAther/Reinforce-1,303.63,355.6,51.97
@@ -1810,266 +1810,267 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1809,juanmi1234,juanmi1234/Reinforce-CartPole8,141.11,205.0,63.89
 1810,email81227,email81227/ppo-CartPole-v1,140.78,198.4,57.62
 1811,iammartian0,iammartian0/cartv1,140.24,147.5,7.26
-1812,pfunk,pfunk/CartPole-v1-CP_DQPN_DQN-seed355,140.22,140.22,0.0
-1813,pfunk,pfunk/CartPole-v1-CP_DQN-seed355,140.22,140.22,0.0
 1814,css919,css919/ppo-CartPole-v1,139.91,192.7,52.79
 1815,ammr,ammr/ppo-CartPole-v1,139.82,221.0,81.18
-1816,gf2rl,gf2rl/lr_1e-3_not_perfect_but_not_a_complete_fail,139.06000000000003,285.6,146.54
-1817,Bandika,Bandika/ppo-CartPole-v1,138.87,230.9,92.03
-1818,sryu1,sryu1/ppo-CartPole-v1,138.83999999999997,248.2,109.36
-1819,steffel,steffel/ppo-CartPole-v1,138.5,203.2,64.7
-1820,hugfacerhaha,hugfacerhaha/Reinforce-1,138.47,144.7,6.23
-1821,bsenst,bsenst/Reinforce-CartPole-v1,137.97,144.3,6.33
-1822,niks-salodkar,niks-salodkar/ppo-CartPole-v1,136.35,213.0,76.65
-1823,pfunk,pfunk/CartPole-v1-DQN_neww-seed4,135.35,135.35,0.0
-1824,pfunk,pfunk/CartPole-v1-DQN_new-seed4,134.99,134.99,0.0
-1825,Yureeh,Yureeh/ppo-CartPole-v1,134.57,197.9,63.33
-1826,helpingstar,helpingstar/Reinforce-cartpole-1,134.14999999999998,145.7,11.55
-1827,Oleg78,Oleg78/molot,133.97,185.6,51.63
-1828,alvarez,alvarez/Reinforce-Cart_Pole_001,133.87,194.2,60.33
-1829,lokmantsui,lokmantsui/ppo-CartPole-v1,133.74,253.7,119.96
-1830,ericalt,ericalt/ppo-CartPole-v1,133.63,190.8,57.17
-1831,maurya,maurya/Reinforce-cartpole,129.81,138.4,8.59
-1832,osanseviero,osanseviero/CleanRLTest,129.73,232.2,102.47
-1833,Xoyo,Xoyo/ppo-CartPole-v1,129.11,185.0,55.89
-1834,anthonyx,anthonyx/CartPole,128.67999999999998,136.2,7.52
-1835,miki030,miki030/CartPole_unit4-videotest,128.03,349.5,221.47
-1836,OlgaVityuk,OlgaVityuk/ppo-CartPole-v1_unit8,126.75999999999999,220.2,93.44
-1837,erosendo,erosendo/Reinforce-cartpole,125.52000000000001,129.8,4.28
-1838,pfunk,pfunk/CartPole-v1-DQPN_freq_50-seed3,125.35,125.35,0.0
-1839,Brhnglc,Brhnglc/ppo-CartPole-CleanRL,121.99999999999999,193.2,71.2
-1840,SweepCake,SweepCake/Cartpole_REINFORCE,120.91999999999999,146.7,25.78
-1841,frank1991,frank1991/Reinforce-cartpole_policy,120.9,128.8,7.9
-1842,Vis03al,Vis03al/Reinforce-model1,120.69999999999999,136.2,15.5
-1843,itzo,itzo/Reinforce-Cartpole,120.59,173.5,52.91
-1844,taohu88,taohu88/ppo-CartPole-Scratch-v1,119.81,191.9,72.09
-1845,sohm,sohm/Reinforce-CartPole_v1,119.64,127.3,7.66
-1846,ThomasSimonini,ThomasSimonini/demo-hf-CartPole-v1,119.27999999999999,236.7,117.42
-1847,pfunk,pfunk/CartPole-v1-CP_DDQN-seed612,118.91,118.91,0.0
-1848,rtyui123,rtyui123/CartPole-v1,118.8,124.5,5.7
-1849,abhi762,abhi762/ppo,118.25999999999999,198.2,79.94
-1850,zorgluf,zorgluf/RL_unit4,118.21999999999997,289.9,171.68
-1851,gaioNL,gaioNL/Reinforce-Cartpole-v1-r1,116.97999999999999,124.8,7.82
-1852,EvaOr,EvaOr/ppo-CartPole-UNDERSTANDED,116.44999999999999,179.2,62.75
-1853,gcy,gcy/Reinforce-cartpole,116.39,122.7,6.31
-1854,gf2rl,gf2rl/david4,115.9,121.7,5.8
-1855,ahmadRa,ahmadRa/try-reinforce-cartpole-custom-1,115.8,119.6,3.8
-1856,Gerard9,Gerard9/PoleCart,115.15,146.3,31.15
-1857,mohsin-x-zafar,mohsin-x-zafar/Reinforce-cartpole,115.04,214.5,99.46
-1858,pfunk,pfunk/CartPole-v1-DQPN_freq_150-seed2,114.86,114.86,0.0
-1859,epsil,epsil/dqn-s2-CartPole-v1,114.35,117.0,2.65
-1860,damilare-akin,damilare-akin/Reinforce-1,113.17999999999998,156.2,43.02
-1861,pfunk,pfunk/CartPole-v1-DQPN_freq_10000-seed4,112.9,112.9,0.0
-1862,AntiSquid,AntiSquid/Reinforce-model-666,112.25,117.1,4.85
-1863,joono,joono/Reinforce-CartPole-v1,112.22,122.0,9.78
-1864,alicjak,alicjak/Reinforce-CartPole1,112.2,134.4,22.2
-1865,danieladejumo,danieladejumo/test_model,112.08999999999999,209.2,97.11
-1866,ThomasSimonini,ThomasSimonini/TEST2_v2Colab-ppo-CartPole-v1,112.03999999999999,223.1,111.06
-1867,ahmadRa,ahmadRa/try-reinforce-cartpole-custom-2,111.67,115.7,4.03
-1868,sw32-seo,sw32-seo/cart-pole,111.60000000000001,186.3,74.7
-1869,chqmatteo,chqmatteo/ppo-clearrl-CartPole-v1,111.33,177.5,66.17
-1870,QuickSilver007,QuickSilver007/Reinforce-CartPole-v1,111.02000000000001,123.4,12.38
-1871,lithomas1,lithomas1/Reinforce-cartpole,110.61,203.4,92.79
-1872,alefarasin,alefarasin/ppo-CartPole-v1,110.25000000000001,155.8,45.55
-1873,jorgelzn,jorgelzn/Reinforce-cartpole,110.22999999999999,121.3,11.07
-1874,Hedayat-Abrishami,Hedayat-Abrishami/ppo-CartPole-v1,109.55,223.0,113.45
-1875,auriolar,auriolar/Reinforce-CartPole-v1,109.16999999999999,161.7,52.53
-1876,gmojko,gmojko/ppo-CartPole-v1,108.38000000000001,188.8,80.42
-1877,Shivus,Shivus/cartpole,107.36,139.5,32.14
-1878,kaiolae,kaiolae/Reinforce-1,107.05,117.5,10.45
-1879,mojemai,mojemai/ppo-CartPole-v1,106.88000000000001,226.4,119.52
-1880,pumpitup521,pumpitup521/Reinforce-CartPole-v1,106.00999999999999,110.6,4.59
-1881,SuburbanLion,SuburbanLion/ppo-CartPole-v1,104.59000000000002,189.3,84.71
-1882,beebeckzzz,beebeckzzz/CartPole-v1,104.22,111.5,7.28
-1883,DrishtiSharma,DrishtiSharma/Reinforce-CartPole-v1,104.0,122.2,18.2
-1884,osanseviero,osanseviero/Reinforce-CartPole,103.31,111.4,8.09
-1885,HilbertS,HilbertS/ppo-CartPole-v1,102.82000000000001,179.3,76.48
-1886,pfunk,pfunk/CartPole-v1-CP_DQPN_x2-seed888,102.39,102.39,0.0
-1887,jobeid1,jobeid1/ppo-CartPole-v1,101.97000000000001,176.3,74.33
-1888,parthsuresh,parthsuresh/Reinforce-1,101.58000000000001,139.4,37.82
-1889,ManishW,ManishW/ppo-CartPole-v1,101.14000000000001,184.8,83.66
-1890,mwissing,mwissing/Reinforce-cartpole-v1,100.55000000000001,267.1,166.55
-1891,heriosousa,heriosousa/ppo-CartPole-v1,100.47999999999999,148.0,47.52
-1892,VladDe,VladDe/Reinforce-unit5,100.0,100.0,0.0
-1893,friendlyGiraffe,friendlyGiraffe/Reinforce_Cartpole,100.0,100.0,0.0
-1894,ikaith,ikaith/Reinforce-v0,100.0,100.0,0.0
-1895,Senura,Senura/Reinforce-1,99.69,106.2,6.51
-1896,trtd56,trtd56/Reinforce-cartpole-v1,98.93,109.0,10.07
-1897,SamuelMYoussef,SamuelMYoussef/Reinforce-Cartpole,97.13,182.6,85.47
-1898,pfunk,pfunk/CartPole-v1-CP_DQPN_x20-seed232,97.02,97.02,0.0
-1899,zacdennis,zacdennis/gradientascent,95.27,109.5,14.23
-1900,pfunk,pfunk/CartPole-v1-CP_DQPN_x2-seed555,93.81,93.81,0.0
-1901,Ktang2k,Ktang2k/ppo-CartPole-v1,93.7,212.0,118.3
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LunarLander-v2.csv CHANGED Viewed

The diff for this file is too large to render. See raw diff

SpaceInvadersNoFrameskip-v4.csv CHANGED Viewed

@@ -187,10 +187,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -220,9 +220,9 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -321,8 +321,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -419,8 +419,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -446,8 +446,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -457,8 +457,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -468,8 +468,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -536,8 +536,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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@@ -561,10 +561,10 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
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 611,idealflaw,idealflaw/dqn-SpaceInvadersNoFrameskip-v4,453.44,639.0,185.56
 612,BanUrsus,BanUrsus/dqn-SpaceInvadersNoFrameskip-v4,453.26,599.5,146.24
@@ -635,8 +635,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 634,lnros,lnros/dqn-SpaceInvadersNoFrameskip-v4,449.6,676.0,226.4
 635,arb9p4,arb9p4/dqn-SpaceInvadersNoFrameskip-v4,449.38,627.5,178.12
 636,akgeni,akgeni/qrdqn-SpaceInvadersNoFrameskip-v4,449.05,731.0,281.95
-637,sb3,sb3/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
-638,maidh,maidh/dqn-SpaceInvadersNoFrameskip-v4,448.74,680.0,231.26
 639,Rubywong123,Rubywong123/dqn-SpaceInvadersNoFrameskip,448.59000000000003,621.0,172.41
 640,Kittitouch,Kittitouch/dqn-SpaceInvadersNoFrameskip-v4,448.58000000000004,697.5,248.92
 641,NathanaelM,NathanaelM/dqn-SpaceInvadersNoFrameskip-v4,448.32,577.5,129.18
@@ -660,8 +660,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 659,DavidCollier,DavidCollier/dqn-SpaceInvadersNoFrameskip-v4,446.2,634.5,188.3
 660,arbts,arbts/SpaceInvadersNoFrameskip-v4,446.17,784.0,337.83
 661,NanoIsTrash,NanoIsTrash/dqn-SpaceInvadersNoFrameskip-v4,445.99,670.0,224.01
-662,phatpt,phatpt/dqn-SpaceInvadersNoFrameskip-v4,445.9,670.5,224.6
-663,Hourai,Hourai/dqn-SpaceInvadersNoFrameskip-v4,445.9,708.5,262.6
 664,misza222,misza222/dqn-SpaceInvadersNoFrameskip-v4,445.7,636.5,190.8
 665,EExe,EExe/dqn-SpaceInvadersNoFrameskip-v4,445.4,543.0,97.6
 666,bguan,bguan/dqn-SpaceInvadersNoFrameskip-v4,445.37,674.5,229.13
@@ -775,8 +775,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 774,pindar,pindar/spaceinvaders_v4,431.3,517.5,86.2
 775,Shivraj8615,Shivraj8615/dqn-SpaceInvadersNoFrameskip-v4,430.87,643.0,212.13
 776,hyunussarioglu,hyunussarioglu/dqn-SpaceInvadersNoFrameskip-v4,430.78,556.5,125.72
-777,sliu,sliu/sliu-dqn-atari,430.76,691.5,260.74
-778,Varaprabha,Varaprabha/dqn-SpaceInvadersNoFrameskip-v4,430.76,660.5,229.74
 779,ahjim0m0,ahjim0m0/dqn-SpaceInvadersNoFrameskip-v4_v1,430.71000000000004,583.5,152.79
 780,cmenasse,cmenasse/dqn-SpaceInvadersNoFrameskip-v4,430.69,626.5,195.81
 781,odeshays,odeshays/dqn-SpaceInvadersNoFrameskip-v4,430.5,588.5,158.0
@@ -965,8 +965,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 964,ksmcg,ksmcg/dqn-spaceinvaders-ksmcg,403.06,614.0,210.94
 965,plegg,plegg/dqn-SpaceInvadersNoFrameskip-v4,402.88,573.0,170.12
 966,Adi0010,Adi0010/SpaceInvadersNoFrameskip-v4,402.86,645.0,242.14
-967,jovisaib,jovisaib/dqn-SpaceInvadersNoFrameskip-v4,402.73,606.5,203.77
-968,KaiquanMah,KaiquanMah/dqn-SpaceInvadersNoFrameskip-v4,402.73,640.5,237.77
 969,mbertheau,mbertheau/hf-drl-course-3-dqn-SpaceInvadersNoFrameskip-v4,402.64,856.5,453.86
 970,Rowehn,Rowehn/dqn-SpaceInvadersNoFrameskip-v4-retrain1,402.57,605.5,202.93
 971,Fer14,Fer14/dqn-SpaceInvadersNoFrameskip,402.52,501.0,98.48
@@ -1179,8 +1179,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1178,Lendalf,Lendalf/dqn-SpaceInvadersNoFrameskip-v4-7,366.18,545.0,178.82
 1179,chandan9t8,chandan9t8/dqn-SpaceInvaders,366.08,701.5,335.42
 1180,Boiler,Boiler/dqn-SpaceInvadersNoFrameskip-v4,366.08,635.5,269.42
-1181,jobeid1,jobeid1/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,587.0,221.09
-1182,Sera47,Sera47/dqn-SpaceInvadersNoFrameskip-v4,365.90999999999997,540.5,174.59
 1183,s-himmi,s-himmi/dqn-SpaceInvadersNoFrameskip-v4-classic,365.78999999999996,621.5,255.71
 1184,Lucky1,Lucky1/dqn-SpaceInvadersNoFrameskip-v4,365.53999999999996,511.0,145.46
 1185,georgao,georgao/dqn-SpaceInvadersNoFrameskip-v4,365.41999999999996,532.5,167.08
@@ -1230,12 +1230,12 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1229,UtopiansRareTruth,UtopiansRareTruth/dqn-SpaceInvadersNoFrameskip-v4,357.55,557.5,199.95
 1230,aratshimyanga,aratshimyanga/dqn-SpaceInvadersNoFrameskip-v4,357.39,624.0,266.61
 1231,PeterDerLustige,PeterDerLustige/dqn-SpaceInvadersNoFrameskip-v4,356.98,640.5,283.52
-1232,dimi1357,dimi1357/dqn-SpaceInvadersNoFrameskip-v4,356.8,573.0,216.2
-1233,jannikskytt,jannikskytt/dqn-SpaceInvadersNoFrameskip-v4,356.8,659.0,302.2
 1234,MarkieMark1,MarkieMark1/dqn-SpaceInvadersNoFrameskip-v4,356.34000000000003,497.0,140.66
 1235,srinivasvl81,srinivasvl81/dqn-SpaceInvaders,356.28,635.0,278.72
-1236,pchiva,pchiva/dqn-SpaceInvadersNoFrameskip-v4,355.96000000000004,547.5,191.54
-1237,Kenemo,Kenemo/dqn-SpaceInvadersNoFrameskip-v4-1Msteps,355.96000000000004,500.5,144.54
 1238,H4nan,H4nan/dqn-SpaceInvadersNoFrameskip-v4,355.68,537.0,181.32
 1239,tanmayyyj,tanmayyyj/dqn-SpaceInvadersNoFrameskip-v4,355.36,627.0,271.64
 1240,slopezay,slopezay/dqn-SpaceInvadersNoFrameskip-v4,354.44,499.5,145.06
@@ -1281,8 +1281,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1280,Krawcts,Krawcts/SpaceInvadersNoFrameskip-v4_2,345.98,489.5,143.52
 1281,jmurphy97,jmurphy97/dqn-SpaceInvadersNoFrameskip-v4,345.98,659.0,313.02
 1282,Bingsu,Bingsu/dqn-SpaceInvadersNoFrameskip-v4,345.66999999999996,571.0,225.33
-1283,Tstarshak,Tstarshak/dqn-SpaceInvadersNoFrameskip-v4,345.43,655.5,310.07
-1284,golightly,golightly/dqn-SpaceInvadersNoFrameskip-v4,345.43,526.0,180.57
 1285,Eslam25,Eslam25/dqn-SpaceInvadersNoFrameskip-v4,345.34000000000003,564.5,219.16
 1286,Patil,Patil/dqn-SpaceInvadersNoFrameskip-v4,345.13,474.5,129.37
 1287,ramonzaca,ramonzaca/dqn-SpaceInvadersNoFrameskip-v4,344.89,480.0,135.11
@@ -1397,14 +1397,14 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1396,haidlir,haidlir/SpaceInvadersNoFrameskip-v4-DQN,304.94,485.5,180.56
 1397,Periramm,Periramm/dqn-SpaceInvadersNoFrameskip-v4,304.85,481.0,176.15
 1398,fgeyer,fgeyer/dqn-SpaceInvadersNoFrameskip-v4,304.77,783.5,478.73
-1399,virusapex,virusapex/dqn-SpaceInvadersNoFrameskip-v4,304.69,469.0,164.31
-1400,henrikho,henrikho/dqn-SpaceInvadersNoFrameskip-v4,304.69,505.0,200.31
 1401,coyotespike,coyotespike/dqn-SpaceInvadersNoFrameskip-v4,304.18,469.5,165.32
 1402,OldCrazyCoder,OldCrazyCoder/dqn-SpaceInvadersNoFrameskip-v4,303.91999999999996,450.0,146.08
 1403,Tubido,Tubido/SpaceInvaders_01,303.86,496.5,192.64
-1404,ssw1591,ssw1591/SpaceInvadersNoFrameskip-v4,303.57,523.5,219.93
-1405,lyusungwon,lyusungwon/SpaceInvadersNoFrameskip-v4-dqn_atari-seed2,303.57,523.5,219.93
-1406,ssw1591,ssw1591/SpaceInvadersNoFrameskip-v4-dqn_atari-seed2,303.57,523.5,219.93
 1407,kchen621,kchen621/dqn-SpaceInvadersNoFrameskip-v4,303.53,598.0,294.47
 1408,xiazeng,xiazeng/dqn-SpaceInvadersNoFrameskip-v4,303.29,614.0,310.71
 1409,sergey-antonov,sergey-antonov/dqn-SpaceInvadersNoFrameskip-v4,302.5,493.5,191.0
@@ -1417,8 +1417,8 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1416,jmsalvi,jmsalvi/dqn-SpaceInvadersNoFrameskip-v4,300.32,457.5,157.18
 1417,hieule,hieule/dqn-SpaceInvadersNoFrameskip-v4,299.90999999999997,457.0,157.09
 1418,css919,css919/dqn-SpaceInvadersNoFrameskip-v4,299.62,651.5,351.88
-1419,infinitejoy,infinitejoy/dqn-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
-1420,infinitejoy,infinitejoy/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
 1421,ndhieunguyen,ndhieunguyen/ppo-SpaceInvadersNoFrameskip-v4,299.41,688.0,388.59
 1422,turhancan97,turhancan97/dqn-SpaceInvadersNoFrameskip-v4,299.3,424.0,124.7
 1423,Abhinay322433,Abhinay322433/DQN_spaceinvadors,298.39,706.0,407.61
@@ -1543,30 +1543,30 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1542,jakubgajski,jakubgajski/dqn-SpaceInvadersNoFrameskip-v4,246.05,412.0,165.95
 1543,mehrzad-shahin,mehrzad-shahin/dqn-SpaceInvadersNoFrameskip-v4,245.11,413.0,167.89
 1544,PanoEvJ,PanoEvJ/SpaceInvadersNoFrameskip,244.01,423.0,178.99
-1545,Harm,Harm/dqn-SpaceInvadersNoFrameskip-v4-200k,243.0,274.5,31.5
-1546,juanfkurucz,juanfkurucz/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1547,mdapri,mdapri/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1548,jackhhhh,jackhhhh/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1549,harshil128,harshil128/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1550,Glen,Glen/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1551,bothrajat,bothrajat/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1552,Hariprasath28,Hariprasath28/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1553,ItchyB,ItchyB/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1554,M331,M331/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1555,RohithKumar,RohithKumar/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1556,ManishW,ManishW/dqn-SpaceInvadersNoFrameskipSmall-v1,243.0,274.5,31.5
-1557,dean-r,dean-r/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1558,LucianoDeben,LucianoDeben/SpaceInvadersNoFrameskip,243.0,274.5,31.5
-1559,RagnaChris,RagnaChris/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1560,Hatman,Hatman/dqn-SpaceInvadersNoFrameskip-v,243.0,274.5,31.5
-1561,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-25000-timesteps,243.0,274.5,31.5
-1562,Dewa,Dewa/dqn-SpaceInvadersNoFrameskip-v4-version-6,243.0,274.5,31.5
 1563,Sergendel,Sergendel/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1564,anna-t,anna-t/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1565,Taratata,Taratata/dqn-SpaceInvadersNoFrameskip-v4-v2,243.0,274.5,31.5
-1566,emmade-1999,emmade-1999/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
-1567,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-100000-timesteps,243.0,274.5,31.5
-1568,bjarlestam,bjarlestam/dqn-SpaceInvadersNoFrameskip-v4,243.0,274.5,31.5
 1569,mshibatatt,mshibatatt/dqn-SpaceInvadersNoFrameskip-v4,241.61,262.5,20.89
 1570,zacdennis,zacdennis/dqn-SpaceInvadersNoFrameskip-v4,241.0,379.0,138.0
 1571,dyingc,dyingc/dqn-SpaceInvadersNoFrameskip-v4,240.62,350.0,109.38
@@ -1611,259 +1611,260 @@ Ranking,User,Model,Results,Mean Reward,Std Reward
 1610,SeNSiTivE,SeNSiTivE/RL-Course-Unit_3-dqn-SpaceInvadersNoFrameskip-v4,219.45,259.0,39.55
 1611,timondesch,timondesch/dqn-SpaceInvadersNoFrameskip-v4-v1,218.99,376.5,157.51
 1612,kraken2404,kraken2404/dqn-SpaceInvadersNoFrameskip-v4_v4,218.64,328.5,109.86
-1613,AndrewL088,AndrewL088/SpaceInvadersNoFrameskip-v4_0722,218.19,257.0,38.81
-1614,luispintoc,luispintoc/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1615,Adulala20,Adulala20/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1616,veluchs,veluchs/dqn-SpaceInvadersNoFrameskip-v4-newest,218.19,257.0,38.81
-1617,sashnevskiy,sashnevskiy/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1618,crcdng,crcdng/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1619,hannahh7,hannahh7/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1620,luhx,luhx/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1621,moisesrobles04,moisesrobles04/SpaceInvader-v4,218.19,257.0,38.81
-1622,Bodolaz,Bodolaz/Unit-3-final,218.19,257.0,38.81
-1623,casals90,casals90/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1624,leonhe,leonhe/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1625,bwilkie,bwilkie/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1626,LOGQS,LOGQS/dqn-SpaceInvadersNoFrameskip-v4,218.19,257.0,38.81
-1627,ravkumar,ravkumar/dqn-SpaceInvadersNoFrameSkip-v4,217.68,407.0,189.32
 1628,ravkumar,ravkumar/dqn-SpaceInvadersNoFramSkip,217.68,407.0,189.32
-1629,hug-face-lampros,hug-face-lampros/dqn-SpaceInvadersNoFrameskip-v4,217.42,421.0,203.58
-1630,jaygdesai,jaygdesai/jay_dqn-SpaceInvadersNoFrameskip-v4,217.28,271.5,54.22
-1631,PhuocBui,PhuocBui/dqn-SpaceInvadersNoFrameskip-v4,217.19,402.0,184.81
-1632,jpopham91,jpopham91/dqn-SpaceInvadersNoFrameskip-v4,217.09,444.5,227.41
-1633,coledie,coledie/dqn-SpaceInvadersNoFrameskip-v4,216.74,354.5,137.76
-1634,Lamurias,Lamurias/dqn-SpaceInvadersNoFrameskip-v4,216.63,501.0,284.37
-1635,Guerosharp,Guerosharp/dqn-SpaceInvadersNoFrameskip-v4,215.76,352.0,136.24
-1636,kuanyk,kuanyk/dqn-SpaceInvadersNoFrameskip-v4,215.61,364.5,148.89
-1637,tvarella,tvarella/atari-dqn-repo,215.35,342.5,127.15
-1638,ARandomFrenchDev,ARandomFrenchDev/dqn-SpaceInvadersNoFrameskip-v4,215.12,410.0,194.88
-1639,joe-xhedi,joe-xhedi/dqn-SpaceInvadersNoFrameskip-v4,213.26,354.0,140.74
-1640,thackerhelik,thackerhelik/dqn-SpaceInvadersNoFrameskip-v4,211.95,410.0,198.05
-1641,osbm,osbm/dqn-SpaceInvadersNoFrameskip-v4,210.65,300.5,89.85
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-1643,shenyichong,shenyichong/dqn-SpaceInvadersNoFrameskip-v4,209.19,350.5,141.31
-1644,SteveSchmidt,SteveSchmidt/dqn-SpaceInvadersNoFrameskip-v4,209.07999999999998,227.0,17.92
-1645,MattStammers,MattStammers/SpaceInvadersNoFrameskip-v4,208.92000000000002,298.0,89.08
-1646,arenbeglaryan,arenbeglaryan/dqn-SpaceInvadersNoFrameskip-v4,208.17,380.5,172.33
-1647,tslai1992,tslai1992/dqn-SpaceInvadersNoFrameskip-v4,206.55,314.5,107.95
-1648,kupru,kupru/dqn-SpaceInvadersNoFrameskip-v4,206.38,567.5,361.12
-1649,DerckPrinz,DerckPrinz/SpaceInvadersNoFrameskip-v4,205.06,318.0,112.94
-1650,klemiec,klemiec/dqn-SpaceInvadersNoFrameskip-v4,204.34,286.0,81.66
-1651,eduyio,eduyio/dqn-SpaceInvadersNoFrameskip-v4,203.38,373.5,170.12
-1652,email81227,email81227/dqn-SpaceInvadersNoFrameskip-v4,200.35,246.0,45.65
-1653,debin,debin/dqn-SpaceInvadersNoFrameskip-v4,200.32999999999998,268.5,68.17
-1654,basboot,basboot/dqn-SpaceInvadersNoFrameskip-v4,200.26,319.0,118.74
-1655,Taratata,Taratata/dqn-SpaceInvadersNoFrameskip-v4,198.52,424.5,225.98
-1656,fx1H,fx1H/dqn-SpaceInvadersNoFrameskip-v4,198.06,331.5,133.44
-1657,zslrmhb,zslrmhb/SpacesInvadersNoFrameskip-v4,197.9,347.5,149.6
-1658,markafitzgerald1,markafitzgerald1/dqn-SpaceInvadersNoFrameskip-v4-300000-timesteps,195.47,261.0,65.53
-1659,gballardin,gballardin/space-invaders,192.42000000000002,275.5,83.08
-1660,CyberKing,CyberKing/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1661,TerryYH,TerryYH/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1662,sartajbhuvaji,sartajbhuvaji/dqn-SpaceInvadersNoFrameskip-v4,192.42000000000002,275.5,83.08
-1663,Allrandom,Allrandom/dqn-SpaceInvadersNoFrameskip-v4-short,192.42000000000002,275.5,83.08
-1664,dirkvg,dirkvg/dqn-SpaceInvadersNoFrameskip-v4,192.32,473.5,281.18
-1665,Ambiwlans,Ambiwlans/PPO-1m-SpaceInvadersNoFrameskip-v4,190.70999999999998,273.0,82.29
-1666,Broonion,Broonion/RLcourse-unit3-dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
-1667,cagarraz,cagarraz/dqn-SpaceInvadersNoFrameskip-v4,190.32999999999998,268.5,78.17
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-1669,surprisal-optimizer,surprisal-optimizer/dqn-SpaceInvadersNoFrameskip-v4,190.21,364.0,173.79
-1670,istinetz,istinetz/spaceinvadersdqn,189.78,309.5,119.72
-1671,nikbhi,nikbhi/spaceinvador_dqn_v0,188.28,285.0,96.72
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-1674,AtilliO,AtilliO/dqn-SpaceInvadersNoFrameskip-v4,185.89,320.0,134.11
-1675,saeedHedayatian,saeedHedayatian/dqn_spaceInvaders-1,185.82,493.5,307.68
-1676,Luca77,Luca77/dqn-SpaceInvadersNoFrameskip-v4-trial1,185.07,384.5,199.43
-1677,roapple10,roapple10/dqn-SpaceInvadersNoFrameskip-v4,183.3,355.0,171.7
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-1680,arkadyark,arkadyark/dqn-SpaceInvadersNoFrameskip-v4-default-params,179.35,373.5,194.15
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 1685,hpoddar,hpoddar/dqn-SpaceInvadersNoFrameskip-v4-v2,176.51,370.0,193.49
-1686,vjkrish,vjkrish/spaceInvadersNoFramesSkip,176.18,232.0,55.82
-1687,alefarasin,alefarasin/dqn-SpaceInvadersNoFrameskip-v4,175.41,209.5,34.09
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-1689,darkwolfsam,darkwolfsam/dqn-SpaceInvadersNoFrameskip-v4,173.71,229.5,55.79
-1690,Erwanlbv,Erwanlbv/cnn-ppo-SpaceInvadersNoFrameskip-v4,172.31,318.5,146.19
-1691,ChairWorm,ChairWorm/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1692,ak2704,ak2704/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
-1693,dfalvearg,dfalvearg/dqn-SpaceInvadersNoFrameskip-v4,171.03,329.0,157.97
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