Multi-agent Cooperation on Simple_Tag 6 agents
16,293.59Average RewardICRL
Evaluation Results
| Method | Links | |
|---|---|---|
| ICRL2025.09 | 16,293.59 | |
| IPPO2025.09 | 5,158.75 | |
| FC-MADDPGTesting Environment=Unrestricted2025.12 | 138.5 | |
| CC-MADDPGTesting Environment=Light DBC (5)2025.12 | 135.3 | |
| CC-MADDPGTesting Environment=Medium MBC (6)2025.12 | 133.2 | |
| CC-MADDPGTesting Environment=Light MBC (3)2025.12 | 131.9 | |
| CC-MADDPGTesting Environment=Unrestricted2025.12 | 131.8 | |
| CC-MADDPGTesting Environment=Heavy MBC (8)2025.12 | 131.8 | |
| CC-MADDPGTesting Environment=Medium DBC (3)2025.12 | 127.4 | |
| FC-MADDPGTesting Environment=Light MBC (3)2025.12 | 123.9 | |
| CC-MADDPGTesting Environment=Heavy DBC (1)2025.12 | 122.1 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.22025.12 | 84.2 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.22025.12 | 83.5 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.22025.12 | 83 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.22025.12 | 82.1 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.22025.12 | 81.3 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.52025.12 | 80.1 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.52025.12 | 79.6 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.52025.12 | 79.3 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.22025.12 | 79.1 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.52025.12 | 78.6 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.52025.12 | 78.5 | |
| FC-MADDPGTesting Environment=Medium MBC (6)2025.12 | 78.5 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.52025.12 | 78.1 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.82025.12 | 77.2 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.82025.12 | 76.5 | |
| Dropout-MADDPGTesting Environment=Light DBC (5), Dropout Rate=0.82025.12 | 75.7 | |
| Dropout-MADDPGTesting Environment=Medium DBC (3), Dropout Rate=0.22025.12 | 75.5 | |
| Dropout-MADDPGTesting Environment=Heavy MBC (8), Dropout Rate=0.82025.12 | 75.2 | |
| Dropout-MADDPGTesting Environment=Unrestricted, Dropout Rate=0.82025.12 | 73.1 | |
| Dropout-MADDPGTesting Environment=Light MBC (3), Dropout Rate=0.82025.12 | 72.9 | |
| Dropout-MADDPGTesting Environment=Heavy DBC (1), Dropout Rate=0.52025.12 | 72.2 | |
| Dropout-MADDPGTesting Environment=Medium MBC (6), Dropout Rate=0.82025.12 | 72 | |
| FC-MADDPGTesting Environment=Heavy MBC (8)2025.12 | 69.8 | |
| FC-MADDPGTesting Environment=Light DBC (5)2025.12 | 14.7 | |
| MADDPGTesting Environment=Heavy DBC (1)2025.12 | 11.1 | |
| MADDPGTesting Environment=Medium DBC (3)2025.12 | 8 | |
| MADDPGTesting Environment=Heavy MBC (8)2025.12 | 7 | |
| MADDPGTesting Environment=Light DBC (5)2025.12 | 6.6 | |
| MADDPGTesting Environment=Medium MBC (6)2025.12 | 6.4 | |
| MADDPGTesting Environment=Unrestricted2025.12 | 6.2 | |
| MADDPGTesting Environment=Light MBC (3)2025.12 | 6.2 | |
| FC-MADDPGTesting Environment=Medium DBC (3)2025.12 | 5.4 | |
| FC-MADDPGTesting Environment=Heavy DBC (1)2025.12 | 3.8 |