Multi-Agent Reinforcement Learning on SMAC 3s5z v1
99.4Normalized Win RateMAST
Evaluation Results
| Method | Links | |
|---|---|---|
| MASTAlg.=RES, Sparsity=85%, Total Size=0.158x, FLOPs (Train)=0.154x, FLOPs (Test)=0.150x2024.09 | 99.4 | |
| MASTAlg.=Q-MIX, Sparsity=90%, Total Size=0.109x, FLOPs (Train)=0.101x, FLOPs (Test)=0.100x2024.09 | 99 | |
| MASTAlg.=WQ-MIX, Sparsity=90%, Total Size=0.105x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 96.1 | |
| TinyAlg.=RES, Sparsity=85%, Total Size=0.158x, FLOPs (Train)=0.154x, FLOPs (Test)=0.150x2024.09 | 95.1 | |
| RigLAlg.=RES, Sparsity=85%, Total Size=0.158x, FLOPs (Train)=0.154x, FLOPs (Test)=0.150x2024.09 | 92.8 | |
| SETAlg.=RES, Sparsity=85%, Total Size=0.158x, FLOPs (Train)=0.154x, FLOPs (Test)=0.150x2024.09 | 90.3 | |
| SSAlg.=RES, Sparsity=85%, Total Size=0.158x, FLOPs (Train)=0.154x, FLOPs (Test)=0.150x2024.09 | 89 | |
| RLx2Alg.=RES, Sparsity=85%, Total Size=0.158x, FLOPs (Train)=0.154x, FLOPs (Test)=0.150x2024.09 | 86.2 | |
| TinyAlg.=WQ-MIX, Sparsity=90%, Total Size=0.105x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 70.7 | |
| TinyAlg.=Q-MIX, Sparsity=90%, Total Size=0.109x, FLOPs (Train)=0.101x, FLOPs (Test)=0.100x2024.09 | 68.2 | |
| SSAlg.=WQ-MIX, Sparsity=90%, Total Size=0.105x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 62.5 | |
| RLx2Alg.=WQ-MIX, Sparsity=90%, Total Size=0.105x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 60.7 | |
| SETAlg.=WQ-MIX, Sparsity=90%, Total Size=0.105x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 56 | |
| SETAlg.=Q-MIX, Sparsity=90%, Total Size=0.109x, FLOPs (Train)=0.101x, FLOPs (Test)=0.100x2024.09 | 52.3 | |
| RigLAlg.=WQ-MIX, Sparsity=90%, Total Size=0.105x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 50.4 | |
| RLx2Alg.=Q-MIX, Sparsity=90%, Total Size=0.109x, FLOPs (Train)=0.101x, FLOPs (Test)=0.100x2024.09 | 50.1 | |
| RigLAlg.=Q-MIX, Sparsity=90%, Total Size=0.109x, FLOPs (Train)=0.101x, FLOPs (Test)=0.100x2024.09 | 45.2 | |
| SSAlg.=Q-MIX, Sparsity=90%, Total Size=0.109x, FLOPs (Train)=0.101x, FLOPs (Test)=0.100x2024.09 | 34 |