Empowering LLM Agents with Zero-Shot Optimal Decision-Making through Q-learning - Chai, Jiajun; Li, Sicheng; Fu, Yuqian; Zhao, Dongbin; Zhu, Yuanheng (International Conference on Learning Representations, 2025)