Reinforcement Learning on Atari 2600 (41 Game Evaluation Set) benchmark leaderboard · SOTA2 Research

Reinforcement Learning on Atari 2600 (41 Game Evaluation Set)

2,152Alien ScoreRIMs-PPO

Updated 5mo ago

Evaluation Results

Method	Links
RIMs-PPO2019.09		2,152	1,800	5,400	21,040	3,801	3,500,000	1,195	22,000	5,320	42	95	590	5,534	12,303	132,039	230,324	-3.8	2,800	38	33	33,000	1,090	-4	800	1,800	7,900	51,000	6,800	20	100	22,500	12,000	53,430	11	2,800	70,000	10,000	390,000	220,000	10,800	15,000
LSTM-PPO2019.09		1,612	1,000	4,000	3,090	1,611	3,280,000	1,153	21,000	698	30	80	593	4,600	11,000	138,000	26,320	-3	1,600	20	29	7,000	500	-5	425	13,000	10,000	28,000	4,200	20	90	22,000	7,500	53,000	3	1,600	35,000	4,000	70,000	90,000	3,833	200