Tree Search for LLM Agent Reinforcement Learning

Yuxiang Ji, Ziyu Ma, Yong Wang +3

Recent advances in reinforcement learning (RL) have significantly enhanced the agentic capabilities of large language models (LLMs). In long-term and multi-turn agent tasks, existi…