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20232026
most citedRobust Multi-Agent Reinforcement Learning by Mutual Information Regularization

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cs.AI2026

Beyond Static Evaluation: Co-Evolutionary Mechanisms for LLM-Driven Strategy Evolution in Adversarial Games

Haoran Li, Zengle Ge, Ziyang Zhang +10

Recent advances in LLM-driven code evolution have enabled automated discovery by iteratively generating and improving programs. However, applying these methods to adversarial multi…