Reinforcement Learning on Atari 2600 57 games
223Median Human-Normalized Score
Rainbow
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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2017.10 | 223 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 164 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 153 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 151 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 140 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 128 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 125 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 118 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 117.2 | 654 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 117 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 117 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 116 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 110 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 102 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 92.8 | 528.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 79 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2017.10 | 68 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 54.6 | 99.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 51.3 | 15.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.11 | 45.4 | 85 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.05 | - | - | 227.8 | 5.8 | 222.4 | 210 | 719 | 12,850 | 14.2 | 236 | 363.9 | 123.7 | 23.1 | 0.1 | 1.7 | 2,090.9 | 811 | 10,780.5 | 2,874.5 | 152.1 | -18.6 | 0 | -91.7 | 0 | 65.2 | 257.6 | 173 | 1,027 | -11.2 | 29 | 52 | 1,598 | 258.5 | 0 | 307.3 | 2,292.3 | 761.5 | -229.4 | -20.7 | 24.9 | 163.9 | 1,338.5 | 11.5 | 2.2 | 68.4 | -17,098 | 1,236.3 | 148 | 664 | -10 | -23.8 | 3,568 | 11.4 | 533.4 | 0 | 0 | 563.5 | 3,092.9 | 32.5 | - | |
2023.05 | - | - | 251,916 | 104,159 | 8,647 | 1,000,000 | 10,506,650 | 10,604,840 | 82,058 | 801,000 | 999,999 | 1,057,940 | 300 | 100 | 864 | 1,301,709 | 999,999 | 219,900 | 6,010,500 | 1,556,345 | 21 | 9,500 | 71 | 38 | 454,830 | 355,040 | 162,850 | 1,000,000 | 36 | 45,550 | 1,424,600 | 104,100 | 1,000,000 | 1,219,200 | 290,090 | 25,220 | 4,014,440 | 114,000 | 21 | 101,800 | 2,400,000 | 1,000,000 | 2,038,100 | 76 | 999,999 | -3,272 | 111,420 | 621,535 | 77,400 | 9.6 | 21 | 65,300 | 5,384 | 82,840 | 38,900 | 89,218,328 | 395,300 | 15,000,105 | 83,700 | - | |
2023.05 | - | - | 297,638.17 | 29,660.08 | 67,212.67 | 991,384.42 | 150,854.61 | 1,528,841.76 | 23,071.5 | 934,134.88 | 300,509.8 | 61,507.83 | 251.18 | 100 | 790.4 | 412,847.86 | 999,900 | 565,909.85 | 677,642.78 | 143,161.44 | 23.93 | 2,367.71 | 86.97 | 32.59 | 541,280.88 | 117,777.08 | 19,213.96 | 114,736.26 | 63.64 | 135,784.96 | 24,034.16 | 251,997.31 | 206,845.82 | 9,352.01 | 63,994.44 | 54,386.77 | 908,264.15 | 18,756.01 | 20.67 | 79,716.46 | 580,328.14 | 63,318.67 | 243,025.8 | 127.32 | 999,997.63 | -4,202.6 | 44,199.93 | 48,680.86 | 839,573.53 | 9.5 | 23.84 | 405,425.31 | 2,354.91 | 623,805.73 | 2,623.71 | 992,340.74 | 157,306.41 | 998,532.37 | 249,808.9 | 18 | |
2023.05 | - | - | 279,703.5 | 12,996.3 | 62,025.7 | 999,999 | 1,106,603.5 | 3,824,506.3 | 1,410 | 857,369 | 457,321 | 35,340 | 233.1 | 100 | 864 | 728,080 | 999,999 | 233,090 | 995,950 | 900,170 | 24 | 14,332.5 | 75 | 34 | 13,792.4 | 488,900 | 6,372.5 | 37,545.6 | 47.53 | 623,300.5 | 14,372.6 | 593,679.5 | 1,666,665 | 2,500 | 31,403 | 81,473 | 999,999 | -1 | 21 | 15,100 | 151,730 | 27,964.3 | 999,999 | 144 | 1,000,000 | -5,903.34 | 10,732.5 | 159,999.6 | 999,999 | 2.726 | 24 | 531,614 | 436.2 | 999,999 | 2,200 | 999,999 | 118,900 | 998,970 | 241,570.6 | 24 | |
2023.05 | - | - | 83,683.43 | 14,368.9 | 46,635.86 | 769,803.92 | 364,492.07 | 1,669,226.33 | 87,792.55 | 776,770 | 51,870.2 | 38,838.35 | 261.74 | 99.85 | 831.08 | 245,892.18 | 912,225 | 339,274.67 | 543,979.5 | 142,176.58 | 23.7 | 2,360.64 | 77.05 | 33.97 | 526,239.5 | 119,457.53 | 20,875 | 199,880.6 | 47.22 | 117,009.92 | 17,311.17 | 155,915.32 | 476,539.53 | 12,437 | 29,747.91 | 40,077.73 | 849,969.25 | 46,734.79 | 19.31 | 100,798.9 | 238,453.5 | 90,333.12 | 399,511.83 | 114.46 | 960,181.39 | -3,273.43 | 28,175.53 | 57,828.45 | 264,286.33 | 9.82 | 22.79 | 404,751.67 | 1,030.27 | 524,631 | 2,859.83 | 617,640.95 | 71,942 | 633,867.66 | 77,942.17 | 16 |