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ResearchFormerly WizWand

Vulnerable Agent Identification on Battle environment

1.22Runtime (hours)DC
1.04722.21363.384.5464Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
DCAgent Num=144, Adv Num=182025.091.22
RandomAgent Num=144, Adv Num=182025.091.24
VAI-GreedyAgent Num=144, Adv Num=182025.091.24
Bi-Level RLAgent Num=144, Adv Num=182025.091.29
DCAgent Num=64, Adv Num=162025.091.34
VAI-GreedyAgent Num=64, Adv Num=82025.091.36
DCAgent Num=64, Adv Num=82025.091.38
VAI-RLAgent Num=144, Adv Num=182025.091.38
RandomAgent Num=64, Adv Num=82025.091.4
RandomAgent Num=64, Adv Num=162025.091.41
VAI-RLAgent Num=64, Adv Num=82025.091.42
VAI-RLAgent Num=64, Adv Num=162025.091.43
VAI-GreedyAgent Num=64, Adv Num=162025.091.44
DCAgent Num=144, Adv Num=362025.091.48
PIANOAgent Num=64, Adv Num=82025.091.49
Bi-Level RLAgent Num=64, Adv Num=162025.091.49
Bi-Level RLAgent Num=64, Adv Num=82025.091.5
RandomAgent Num=144, Adv Num=362025.091.5
Bi-Level RLAgent Num=144, Adv Num=362025.091.53
RTCAAgent Num=144, Adv Num=182025.091.54
PIANOAgent Num=144, Adv Num=182025.091.56
VAI-GreedyAgent Num=144, Adv Num=362025.091.56
VAI-RLAgent Num=144, Adv Num=362025.091.58
DCAgent Num=64, Adv Num=322025.091.6
RandomAgent Num=64, Adv Num=322025.091.65
VAI-GreedyAgent Num=64, Adv Num=322025.091.66
PIANOAgent Num=64, Adv Num=162025.091.69
RTCAAgent Num=64, Adv Num=82025.091.71
PIANOAgent Num=144, Adv Num=362025.091.77
VAI-RLAgent Num=64, Adv Num=322025.091.78
PIANOAgent Num=64, Adv Num=322025.091.85
Bi-Level RLAgent Num=64, Adv Num=322025.091.92
RTCAAgent Num=64, Adv Num=162025.092.17
RTCAAgent Num=144, Adv Num=362025.092.4
RTCAAgent Num=64, Adv Num=322025.092.88
DCAgent Num=144, Adv Num=722025.093.62
RandomAgent Num=144, Adv Num=722025.093.76
VAI-GreedyAgent Num=144, Adv Num=722025.093.93
PIANOAgent Num=144, Adv Num=722025.093.98
Bi-Level RLAgent Num=144, Adv Num=722025.094.02
VAI-RLAgent Num=144, Adv Num=722025.094.15
RTCAAgent Num=144, Adv Num=722025.095.54