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ResearchFormerly WizWand

Vulnerable Agent Identification on Battle environment 64 agents, 32 adversaries

198.5Performance ScoreRandom
49.561688.2283126.895165.5617Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
RandomNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.09198.5
RandomNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.09191.7
DCNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.09184.9
RandomNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.09167.4
DCNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.09155.3
DCNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.09137.7
RTCANum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.09133.8
Bi-Level RLNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.09116.1
PIANONum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.09107.25
Bi-Level RLNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.09103.8
RTCANum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.09103.2
Bi-Level RLNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.0995.37
PIANONum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.0994.93
VAI-GreedyNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.0992.3
RTCANum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.0986.91
VAI-GreedyNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.0983
VAI-RLNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.32025.0978.95
VAI-RLNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.52025.0978.35
PIANONum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.0977.85
VAI-GreedyNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.0974.37
VAI-RLNum Agent=64, Adv Agent=32, Perturbation budget (epsilon)=0.72025.0955.29