Multi-Agent Reinforcement Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
96Final Win Rate
6
Jun 24, 2026
15.8Average Normalized Score
6
Jun 2, 2026
30.3Average Normalized Score
6
Jun 2, 2026
50.9Average Normalized Score
6
Jun 2, 2026
33.2Average Normalized Score
6
Jun 2, 2026
63.6Average Normalized Score
6
Jun 2, 2026
2,191Average Episode Reward
6
May 29, 2026
3,568Average Episode Reward
6
May 29, 2026
3,595Average Episode Reward
6
May 29, 2026
0.858Winning Rate
6
May 13, 2026
0.974Winning Rate
6
May 13, 2026
0.608Winning Rate
6
May 13, 2026
92.19Winning Rate
6
May 13, 2026
94.71Winning Rate
6
May 13, 2026
84.82Winning Rate
6
May 13, 2026
62.9Final Test Return
6
Apr 21, 2026
39.6Final Test Return
6
Apr 21, 2026
13.7Final Return
6
Apr 21, 2026
0.072State Entropy
6
Feb 27, 2026
75Win Rate
6
Feb 27, 2026
76Win Rate
6
Feb 27, 2026
36Mean Success Rate
6
Feb 26, 2026
0.83Mean Success Rate
6
Feb 26, 2026
69Mean Success Rate
6
Feb 26, 2026
75Mean Success Rate
6
Feb 26, 2026