Multi-agent combat on MAgent Battle 100v100
100Win RateSCoUT
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SCoUTHorizon=200, Evaluation seeds=20, Training steps=4M2026.03 | 100 | 99 | 100 | 100 | 31 | 39 | |
| ExpoCommHorizon=200, Evaluation seeds=20, Training steps=4M2026.03 | 96.4 | 75 | 80 | 60 | 101 | 160 | |
| ExpoComm-StaticHorizon=200, Evaluation seeds=20, Training steps=4M2026.03 | 65 | 36 | 10 | 0 | — | — | |
| IDQNHorizon=200, Evaluation seeds=20, Training steps=4M2026.03 | 0 | 0 | 0 | 0 | — | — | |
| CommFormerHorizon=200, Evaluation seeds=20, Training steps=4M2026.03 | 0 | 0 | 0 | 0 | — | — |