Multi-agent Cooperation on Simple_Tag 3 agents
138Average RewardCC-MADDPG
Evaluation Results
| Method | Links | |
|---|---|---|
| CC-MADDPGTesting Environment=Heavy DBC (1)2025.12 | 138 | |
| CC-MADDPGTesting Environment=Light DBC (5)2025.12 | 136.9 | |
| CC-MADDPGTesting Environment=Medium DBC (3)2025.12 | 135.3 | |
| CC-MADDPGTesting Environment=Medium MBC (6)2025.12 | 134.9 | |
| CC-MADDPGTesting Environment=Unrestricted2025.12 | 134.7 | |
| CC-MADDPGTesting Environment=Light MBC (3)2025.12 | 133.6 | |
| CC-MADDPGTesting Environment=Heavy MBC (8)2025.12 | 131.4 | |
| FC-MADDPGTesting Environment=Unrestricted2025.12 | 75.9 | |
| FC-MADDPGTesting Environment=Light MBC (3)2025.12 | 72.9 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.82025.12 | 72.7 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.82025.12 | 72.5 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.82025.12 | 72.1 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.82025.12 | 72.1 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.82025.12 | 71.4 | |
| MADDPGTesting Environment=Heavy DBC (1)2025.12 | 71.2 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.22025.12 | 71 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.22025.12 | 70.9 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.82025.12 | 70.8 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.82025.12 | 70.7 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.22025.12 | 70.3 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.22025.12 | 70.1 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.22025.12 | 69.8 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.22025.12 | 69 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.22025.12 | 68.7 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.52025.12 | 67.9 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.52025.12 | 67.8 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.52025.12 | 67.3 | |
| FC-MADDPGTesting Environment=Medium MBC (6)2025.12 | 67.2 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.52025.12 | 67.1 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.52025.12 | 66.3 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.52025.12 | 65.9 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.52025.12 | 65.9 | |
| FC-MADDPGTesting Environment=Heavy MBC (8)2025.12 | 54.4 | |
| MADDPGTesting Environment=Medium DBC (3)2025.12 | 44.8 | |
| MADDPGTesting Environment=Light DBC (5)2025.12 | 23.5 | |
| FC-MADDPGTesting Environment=Light DBC (5)2025.12 | 19.5 | |
| FC-MADDPGTesting Environment=Medium DBC (3)2025.12 | 10.9 | |
| MADDPGTesting Environment=Heavy MBC (8)2025.12 | 6 | |
| MADDPGTesting Environment=Medium MBC (6)2025.12 | 5.5 | |
| MADDPGTesting Environment=Unrestricted2025.12 | 5.2 | |
| MADDPGTesting Environment=Light MBC (3)2025.12 | 5.2 | |
| FC-MADDPGTesting Environment=Heavy DBC (1)2025.12 | 1.5 |