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cs.AI2025
Multi-level Advantage Credit Assignment for Cooperative Multi-Agent Reinforcement Learning
Xutong Zhao, Yaqi Xie
Cooperative multi-agent reinforcement learning (MARL) aims to coordinate multiple agents to achieve a common goal. A key challenge in MARL is credit assignment, which involves asse…
cs.AI2025
Boosting LLM Reasoning via Spontaneous Self-Correction
Xutong Zhao, Tengyu Xu, Xuewei Wang +11
While large language models (LLMs) have demonstrated remarkable success on a broad range of tasks, math reasoning remains a challenging one. One of the approaches for improving mat…