Multi-Agent Reinforcement Learning on SMAC Avg. v1
1.006Normalized Win RateMAST
Evaluation Results
| Method | Links | |
|---|---|---|
| MASTAlg.=RES, Sparsity=89%, Total Size=0.122x, FLOPs (Train)=0.116x, FLOPs (Test)=0.112x2024.09 | 1.006 | |
| MASTAlg.=Q-MIX, Sparsity=92%, Total Size=0.086x, FLOPs (Train)=0.076x, FLOPs (Test)=0.075x2024.09 | 0.989 | |
| MASTAlg.=WQ-MIX, Sparsity=90%, Total Size=0.106x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 0.981 | |
| TinyAlg.=RES, Sparsity=89%, Total Size=0.122x, FLOPs (Train)=0.116x, FLOPs (Test)=0.112x2024.09 | 0.932 | |
| RLx2Alg.=RES, Sparsity=89%, Total Size=0.122x, FLOPs (Train)=0.116x, FLOPs (Test)=0.112x2024.09 | 0.877 | |
| SETAlg.=RES, Sparsity=89%, Total Size=0.122x, FLOPs (Train)=0.116x, FLOPs (Test)=0.112x2024.09 | 0.811 | |
| SSAlg.=RES, Sparsity=89%, Total Size=0.122x, FLOPs (Train)=0.116x, FLOPs (Test)=0.112x2024.09 | 0.791 | |
| RigLAlg.=RES, Sparsity=89%, Total Size=0.122x, FLOPs (Train)=0.116x, FLOPs (Test)=0.112x2024.09 | 0.785 | |
| TinyAlg.=WQ-MIX, Sparsity=90%, Total Size=0.106x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 0.774 | |
| TinyAlg.=Q-MIX, Sparsity=92%, Total Size=0.086x, FLOPs (Train)=0.076x, FLOPs (Test)=0.075x2024.09 | 0.771 | |
| RLx2Alg.=WQ-MIX, Sparsity=90%, Total Size=0.106x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 0.747 | |
| SETAlg.=Q-MIX, Sparsity=92%, Total Size=0.086x, FLOPs (Train)=0.076x, FLOPs (Test)=0.075x2024.09 | 0.732 | |
| SETAlg.=WQ-MIX, Sparsity=90%, Total Size=0.106x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 0.709 | |
| RigLAlg.=WQ-MIX, Sparsity=90%, Total Size=0.106x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 0.69 | |
| SSAlg.=WQ-MIX, Sparsity=90%, Total Size=0.106x, FLOPs (Train)=0.100x, FLOPs (Test)=0.100x2024.09 | 0.661 | |
| RigLAlg.=Q-MIX, Sparsity=92%, Total Size=0.086x, FLOPs (Train)=0.076x, FLOPs (Test)=0.075x2024.09 | 0.646 | |
| SSAlg.=Q-MIX, Sparsity=92%, Total Size=0.086x, FLOPs (Train)=0.076x, FLOPs (Test)=0.075x2024.09 | 0.597 | |
| RLx2Alg.=Q-MIX, Sparsity=92%, Total Size=0.086x, FLOPs (Train)=0.076x, FLOPs (Test)=0.075x2024.09 | 0.298 |