Multi-Agent Control on SMAC (6h vs 8z)
99.8Win RateGPAE
Evaluation results
| Method | Links | |
|---|---|---|
| GPAESampling Protocol=on-policy, Timesteps=1 x 10^7, Random Seeds=52026.03 | 99.8 | |
| GPAESampling Protocol=off-policy, Timesteps=1 x 10^7, Random Seeds=52026.03 | 99.5 | |
| MAPPOTimesteps=1 x 10^7, Random Seeds=52026.03 | 99 | |
| DAETimesteps=1 x 10^7, Random Seeds=52026.03 | 98.9 | |
| VDNTimesteps=1 x 10^7, Random Seeds=52026.03 | 96.1 | |
| COMATimesteps=1 x 10^7, Random Seeds=52026.03 | 80.4 | |
| QMIXTimesteps=1 x 10^7, Random Seeds=52026.03 | 75.3 | |
| MATDifficulty=Hard+, Steps=1e72022.05 | 0.988 | |
| MAT-DecDifficulty=Hard+, Steps=1e72022.05 | 0.938 | |
| MAPPODifficulty=Hard+, Steps=1e72022.05 | 0.884 | |
| QMIXDifficulty=Hard+, Steps=1e72022.05 | 0.097 | |
| HAPPODifficulty=Hard+, Steps=1e72022.05 | 0 |