Reinforcement Learning on Atari 2600 (Full Game Set Scores) benchmark leaderboard · SOTA2 Research

Reinforcement Learning on Atari 2600 (Full Game Set Scores)

1,510.8Alien ScorePOP3D

Updated 5mo ago

Evaluation Results

Method	Links
POP3D2018.07		1,510.8	729.15	5,400.13	4,310.67	2,488.1	2,193,605.67	1,212.23	15,466.67	4,549	38.99	97.23	458.41	3,315.44	6,308.33	120,247.33	61,147.33	-7.89	459.85	28.99	21.21	316.87	6,207	557.17	-4.12	527.17	3,891.67	7,715.68	33,728	0	1,683.87	6,065.63	0	20.5	79.67	15,396.67	8,052.23	44,679.67	4.6	1,807.47	1,216.15	48,984	-8.32	3,770.33	241.21	242,701.51	36.33	37,780.7	4,704	9,472
PPO2018.07		1,431.17	790.75	4,438.82	3,483.17	1,605.33	2,140,536.33	1,206.67	14,766.67	2,624.19	47.27	93.7	281.93	3,565.18	4,872.67	105,940	26,740.57	-11.22	698.46	17.72	21.11	280.3	1,791	753.5	-4.83	488.17	6,845	8,329.08	29,958.67	10.67	1,981.5	5,397.47	-2.32	20.8	36.5	14,556.83	7,360.4	36,289.33	14.15	1,470.6	944.63	33,862	-13.74	5,321.33	177.58	153,160.66	0	31,577.24	4,886.67	5,728.67
BASELINE2018.07		1,311.23	655.1	1,846.75	3,657.67	1,615.37	1,515,993.33	1,124.43	14,690	6,898.09	30.48	65.33	67.7	3,393.93	2,676	98,219.67	57,476.65	-8.61	518.41	-64.27	18.37	280.3	940.87	449	-3.61	685.17	1,850	7,204.95	29,843.67	0.67	1,170.7	5,672.6	-17.26	20.79	99.67	4,114	7,722	43,626.33	24.6	1,501.47	814.53	47,738	-19.13	6,278.33	135.8	11,815.87	4	21,438.64	3,533.67	1,179.67
TRPO2018.07		1,110.4	200.56	1,363.46	2,651.33	2,205.7	1,419,104.67	1,125.17	15,123.33	5,073.75	31.24	50.07	40.65	3,353.14	2,286.67	87,522.33	21,525.08	-10.04	365.95	-69.64	20.89	291.77	938.27	495.17	-4.61	901.67	1,214.67	4,881.65	26,808	0	1,133.57	5,604.1	-43.6	19.63	99.33	3,781.58	6,773.67	24,061.33	24.18	926.4	634.07	33,442.67	-18.4	5,701	136.21	10,949.53	0	25,095.2	3,103	4,796.67