HERO: Hindsight-Enhanced Reflection from Environment Observations for Agentic Self-Distillation

Haoran Liu, Yuwei Zhang, Xiyao Li +2

Reinforcement learning typically improves multi-turn agent capabilities through the terminal outcome of the trajectories, which makes it difficult to determine credit assignments f…