Vulnerable Agent Identification on Battle environment 144 agents, 72 adversaries
406.3Performance ScoreVAI-RL
Evaluation Results
| Method | Links | |
|---|---|---|
| VAI-RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 406.3 | |
| VAI-GreedyNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 338.6 | |
| RTCANum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 298.1 | |
| RandomNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 276.9 | |
| Bi-Level RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 252.2 | |
| VAI-RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 243.8 | |
| DCNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 229.9 | |
| PIANONum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 207.3 | |
| VAI-RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 151.6 | |
| VAI-GreedyNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 149.9 | |
| RTCANum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 138.03 | |
| RandomNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09 | 115.8 | |
| DCNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 109.5 | |
| Bi-Level RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 93.4 | |
| PIANONum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 93 | |
| RandomNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09 | 92 | |
| PIANONum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 88.48 | |
| DCNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 77.05 | |
| RTCANum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 66.9 | |
| Bi-Level RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 62.74 | |
| VAI-GreedyNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09 | 40.3 |