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86 頁 SCIS 封面論文《The Rise and Potential of Large Language Model Based Agents: A Survey》之論文清單，作者 Zhiheng Xi 等。

論文「AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning」的程式碼與實作，作者為 Zhiheng Xi 等人。

Zhiheng Xi 等人所著 ACL 2025 論文「AgentGym: Evolving Large Language Model-based Agents across Diverse Environments」的程式碼與實作。