Multi-Agent Reinforcement Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
80.2Normalized Return
10
May 29, 2026
84Normalized Return (%)
10
May 29, 2026
88.4Normalized Return
10
May 29, 2026
90.5Normalized Return
10
May 29, 2026
76.2Normalized Return
10
May 29, 2026
80.5Normalized Return
10
May 29, 2026
86.1Normalized Return
10
May 29, 2026
88.9Normalized Return
10
May 29, 2026
85.2Normalized Return
10
May 29, 2026
88.8Normalized Return
10
May 29, 2026
94.5Normalized Return
10
May 29, 2026
95.8Normalized Return
10
May 29, 2026
108,000Convergence Episodes (x10^5)
10
May 8, 2026
8.43StaHun
10
May 20, 2026
157Dispersion Score
10
Mar 11, 2026
86Final Episode Return
10
Feb 26, 2026
93Final Episode Return
10
Feb 26, 2026
88Final Episode Return
10
Feb 26, 2026
53Final Episode Return
10
Feb 26, 2026
119.7Normalized Score
10
Jun 2, 2026
118.2Normalized Score
10
Jun 2, 2026
87.1Normalized Score
10
Jun 2, 2026
71.1Normalized Score
10
Jun 2, 2026
70.3Normalized Score
10
Jun 2, 2026
100Test Win Rate
10
Feb 26, 2026