Constrained Multi-Objective Reinforcement Learning on MoAnt v5
36.5Cost SumConstrained Max-Min MORL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Constrained Max-Min MORLCost threshold (Cth)=40, Number of seeds=52026.05 | 36.5 | 92.9 | |
| MA-SAC-LCost threshold (Cth)=40, Number of seeds=52026.05 | 36.8 | 78.8 | |
| Max-min GSCost threshold (Cth)=40, Number of seeds=52026.05 | 111.7 | 92.7 | |
| RandomCost threshold (Cth)=40, Number of seeds=52026.05 | 146.5 | 48.2 | |
| MA-SACCost threshold (Cth)=40, Number of seeds=52026.05 | 275.3 | 98.8 | |
| ARAMCost threshold (Cth)=40, Number of seeds=52026.05 | 620.7 | 101.3 |