AT${}^2$PO: Agentic Turn-based Policy Optimization via Tree Search

Zefang Zong, Dingwei Chen, Yang Li +6

LLM agents have emerged as powerful systems for tackling multi-turn tasks by interleaving internal reasoning and external tool interactions. Agentic Reinforcement Learning has rece…