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ResearchFormerly WizWand

Vulnerable Agent Identification on Battle environment 144 agents, 72 adversaries

406.3Performance ScoreVAI-RL
25.66124.48223.3322.12Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
VAI-RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09406.3
VAI-GreedyNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09338.6
RTCANum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09298.1
RandomNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09276.9
Bi-Level RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09252.2
VAI-RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09243.8
DCNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09229.9
PIANONum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09207.3
VAI-RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.09151.6
VAI-GreedyNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09149.9
RTCANum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09138.03
RandomNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.72025.09115.8
DCNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.09109.5
Bi-Level RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.0993.4
PIANONum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.0993
RandomNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.52025.0992
PIANONum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.0988.48
DCNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.0977.05
RTCANum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.0966.9
Bi-Level RLNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.0962.74
VAI-GreedyNum Agent=144, Adv Agent=72, Perturbation budget (epsilon)=0.32025.0940.3