Vulnerable Agent Identification on Taxi environment 100 agents, 50 adversaries
938.78PerformanceRandom
Evaluation Results
| Method | Links | |
|---|---|---|
| RandomNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 938.78 | |
| RTCANum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 868.56 | |
| DCNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 859.64 | |
| RandomNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 859 | |
| DCNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 854.25 | |
| DCNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 835.1 | |
| Bi-Level RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 817.33 | |
| RTCANum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 811.34 | |
| DCNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 807.4 | |
| Bi-Level RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 800.48 | |
| RandomNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 799.87 | |
| Bi-Level RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 798.31 | |
| PIANONum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 798.18 | |
| PIANONum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 797.2 | |
| RandomNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 792.99 | |
| PIANONum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 787.63 | |
| RTCANum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 781.21 | |
| VAI-GreedyNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 778.59 | |
| Bi-Level RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 771.67 | |
| RTCANum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 761.81 | |
| VAI-RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.32025.09 | 756.91 | |
| VAI-GreedyNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 750.75 | |
| PIANONum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 723.8 | |
| VAI-GreedyNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 722.62 | |
| VAI-RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.52025.09 | 721.64 | |
| VAI-RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=0.72025.09 | 710.65 | |
| VAI-GreedyNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 605.63 | |
| VAI-RLNum Agent=100, Adv Agent=50, Perturbation budget (epsilon)=1.02025.09 | 572.03 |