Agentic-DPO: From Imitation to Agentic Policy Optimization on Expert Trajectories

Yixiong Chen, Alan Yuille

Large Language Model (LLM) agents are commonly trained from expert trajectories using supervised fine-tuning (SFT), which treats multi-turn agent behavior as ordinary text imitatio…