Reinforcement Learning
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
6,701Average Final Return
26
Apr 7, 2026
9,108Average Final Return
26
Apr 7, 2026
11,888Avg Final Return
26
Apr 7, 2026
-145.49Avg Episode Reward
26
Mar 19, 2026
325.35Average Episode Reward
26
May 11, 2026
2,670Reward
25
May 15, 2026
199.99Avg Episode Reward
25
Jun 23, 2026
500Total Reward
25
Feb 26, 2026
1Mean Return
24
Mar 11, 2026
20.5Mean Return
24
Mar 11, 2026
48.8Mean Return
24
Mar 11, 2026
37.72Return
24
Feb 26, 2026
934.76Return
24
Feb 26, 2026
260.35Average Returns
24
May 12, 2026
130,892Average Performance
24
Feb 26, 2026
7,889.1Average Return
24
Mar 12, 2026
3,876Average Return
24
Mar 12, 2026
14,973Score
24
Feb 26, 2026
7,127.7Alien Score
23
Feb 26, 2026
864Mean Return
23
Apr 6, 2026
39,641,353Avg Return
22
Jun 24, 2026
7,223.53Average Return
22
Mar 31, 2026
2.791Mean Score
21
Feb 26, 2026
21.61BigFish Return
21
May 11, 2026
3,824,506.3Atlantis
21
Feb 26, 2026