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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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cs.LG2026

Bayesian Robust Financial Trading with Adversarial Synthetic Market Data

Haochong Xia, Simin Li, Ruixiao Xu +7

Algorithmic trading relies on machine learning models to make trading decisions. Despite strong in-sample performance, these models often degrade when confronted with evolving real…

cs.LG2023★ 1 cited

Robust Multi-Agent Reinforcement Learning by Mutual Information Regularization

Simin Li, Ruixiao Xu, Jingqiao Xiu +4

In multi-agent reinforcement learning (MARL), ensuring robustness against unpredictable or worst-case actions by allies is crucial for real-world deployment. Existing robust MARL m…