Multi-agent Cooperation on Simple_Tag 9 agents
83.7Avg RewardCC-MADDPG
Evaluation Results
| Method | Links | |
|---|---|---|
| CC-MADDPGTesting Environment=Medium DBC (3)2025.12 | 83.7 | |
| FC-MADDPGTesting Environment=Unrestricted2025.12 | 83.4 | |
| CC-MADDPGTesting Environment=Heavy DBC (1)2025.12 | 83.2 | |
| CC-MADDPGTesting Environment=Light DBC (5)2025.12 | 82.7 | |
| CC-MADDPGTesting Environment=Medium MBC (6)2025.12 | 78.9 | |
| CC-MADDPGTesting Environment=Unrestricted2025.12 | 78.2 | |
| FC-MADDPGTesting Environment=Light MBC (3)2025.12 | 77.9 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.22025.12 | 77.8 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.22025.12 | 77.7 | |
| CC-MADDPGTesting Environment=Light MBC (3)2025.12 | 77.7 | |
| CC-MADDPGTesting Environment=Heavy MBC (8)2025.12 | 77.6 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.22025.12 | 77.4 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.22025.12 | 77 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.52025.12 | 68.9 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.52025.12 | 68.1 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.52025.12 | 68 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.52025.12 | 67.3 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.52025.12 | 66.3 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.52025.12 | 56.3 | |
| FC-MADDPGTesting Environment=Medium MBC (6)2025.12 | 50.3 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.52025.12 | 49 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.22025.12 | 42.9 | |
| FC-MADDPGTesting Environment=Heavy MBC (8)2025.12 | 38.9 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.22025.12 | 27.1 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.82025.12 | 21.1 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.22025.12 | 21 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.82025.12 | 20.4 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.82025.12 | 19.9 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.82025.12 | 19.8 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.82025.12 | 19.5 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.82025.12 | 19 | |
| MADDPGTesting Environment=Medium DBC (3)2025.12 | 18.1 | |
| MADDPGTesting Environment=Heavy DBC (1)2025.12 | 17.5 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.82025.12 | 16.5 | |
| MADDPGTesting Environment=Light DBC (5)2025.12 | 13.9 | |
| FC-MADDPGTesting Environment=Light DBC (5)2025.12 | 9.7 | |
| MADDPGTesting Environment=Medium MBC (6)2025.12 | 8.3 | |
| MADDPGTesting Environment=Heavy MBC (8)2025.12 | 8.1 | |
| FC-MADDPGTesting Environment=Medium DBC (3)2025.12 | 8 | |
| MADDPGTesting Environment=Light MBC (3)2025.12 | 7.3 | |
| MADDPGTesting Environment=Unrestricted2025.12 | 7.2 | |
| FC-MADDPGTesting Environment=Heavy DBC (1)2025.12 | 5.8 |