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20222026
most citedByzantine Robust Cooperative Multi-Agent Reinforcement Learning as a Bayesian Game

2 citations · 4 across the 5 of their papers we have counts for

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2 papers · 1 filter

cs.MA2025

Empirical Study on Robustness and Resilience in Cooperative Multi-Agent Reinforcement Learning

Simin Li, Zihao Mao, Hanxiao Li +13

In cooperative Multi-Agent Reinforcement Learning (MARL), it is a common practice to tune hyperparameters in ideal simulated environments to maximize cooperative performance. Howev…

cs.MA2025

Vulnerable Agent Identification in Large-Scale Multi-Agent Reinforcement Learning

Simin Li, Zihao Mao, Zheng Yuwei +12

Partial agent failure becomes inevitable when systems scale up, making it crucial to identify the subset of agents whose failure causes worst-case system performance degradations.…