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ResearchFormerly WizWand

Vulnerable Agent Identification on Taxi environment

0.5341Runtime (hours)Random
0.4541040.9940771.534052.074023Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
RandomAgent Num=50, Adv Num=42025.090.5341
RandomAgent Num=50, Adv Num=162025.090.5344
RandomAgent Num=50, Adv Num=362025.090.5349
DCAgent Num=50, Adv Num=42025.090.5373
DCAgent Num=50, Adv Num=162025.090.5377
DCAgent Num=50, Adv Num=362025.090.5382
RandomAgent Num=100, Adv Num=42025.090.5387
RandomAgent Num=100, Adv Num=162025.090.539
RandomAgent Num=100, Adv Num=362025.090.5395
DCAgent Num=100, Adv Num=42025.090.5515
DCAgent Num=100, Adv Num=362025.090.5526
DCAgent Num=100, Adv Num=162025.090.5529
VAI-GreedyAgent Num=50, Adv Num=42025.090.6731
VAI-GreedyAgent Num=100, Adv Num=42025.090.7357
VAI-RLAgent Num=50, Adv Num=42025.090.7903
VAI-GreedyAgent Num=50, Adv Num=162025.090.8249
VAI-GreedyAgent Num=50, Adv Num=362025.090.9594
VAI-RLAgent Num=50, Adv Num=162025.091.0214
VAI-GreedyAgent Num=100, Adv Num=162025.091.0782
VAI-RLAgent Num=50, Adv Num=362025.091.2193
VAI-RLAgent Num=100, Adv Num=42025.091.2372
VAI-RLAgent Num=100, Adv Num=162025.091.3491
VAI-GreedyAgent Num=100, Adv Num=362025.091.5407
VAI-RLAgent Num=100, Adv Num=362025.092.534