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ResearchFormerly WizWand

Vulnerable Agent Identification on Vicsek environment

950.13RewardPIANO
35.3356272.8303510.325747.8197Sep 18, 2025
Updated 5mo ago

Evaluation results

MethodLinks
PIANOAgent Num=400, Adv. Num=802025.09950.13
RANDOMAgent Num=400, Adv. Num=802025.09884.34
RTCAAgent Num=400, Adv. Num=802025.09872.21
DCAgent Num=400, Adv. Num=802025.09840.87
BI-LEVELAgent Num=400, Adv. Num=802025.09780.31
VAI-GREEDYAgent Num=400, Adv. Num=802025.09710.56
VAI-RLAgent Num=400, Adv. Num=802025.09659.65
PIANOAgent Num=400, Adv. Num=1402025.09510.24
RANDOMAgent Num=400, Adv. Num=1402025.09480.17
BI-LEVELAgent Num=400, Adv. Num=1402025.09460.43
DCAgent Num=400, Adv. Num=1402025.09440.63
RTCAAgent Num=400, Adv. Num=1402025.09410.14
VAI-GREEDYAgent Num=400, Adv. Num=1402025.09390.74
DCAgent Num=400, Adv. Num=2002025.09313.55
BI-LEVELAgent Num=400, Adv. Num=2002025.09310.78
VAI-RLAgent Num=400, Adv. Num=1402025.09302.76
RANDOMAgent Num=400, Adv. Num=2002025.09295.13
PIANOAgent Num=400, Adv. Num=2002025.09290.53
RTCAAgent Num=400, Adv. Num=2002025.09287.53
VAI-RLAgent Num=400, Adv. Num=2002025.09275.62
VAI-GREEDYAgent Num=400, Adv. Num=2002025.09256.44
PIANOAgent Num=100, Adv. Num=202025.09250.83
DCAgent Num=100, Adv. Num=202025.09232.45
RANDOMAgent Num=100, Adv. Num=202025.09226.96
RTCAAgent Num=100, Adv. Num=202025.09225.12
BI-LEVELAgent Num=100, Adv. Num=202025.09221.26
VAI-RLAgent Num=100, Adv. Num=202025.09183.68
VAI-GREEDYAgent Num=100, Adv. Num=202025.09167.6
PIANOAgent Num=100, Adv. Num=352025.09162.74
RANDOMAgent Num=100, Adv. Num=352025.09159.83
DCAgent Num=100, Adv. Num=352025.09143.14
BI-LEVELAgent Num=100, Adv. Num=352025.09141.51
RTCAAgent Num=100, Adv. Num=352025.09129.24
VAI-GREEDYAgent Num=100, Adv. Num=352025.09113.64
RANDOMAgent Num=100, Adv. Num=502025.0996.83
BI-LEVELAgent Num=100, Adv. Num=502025.0996.8
DCAgent Num=100, Adv. Num=502025.0995.22
VAI-RLAgent Num=100, Adv. Num=352025.0993.65
PIANOAgent Num=100, Adv. Num=502025.0986.21
RTCAAgent Num=100, Adv. Num=502025.0982.63
VAI-RLAgent Num=100, Adv. Num=502025.0975.82
VAI-GREEDYAgent Num=100, Adv. Num=502025.0970.52