SynAct: Synergistic Active Feedback Learning for LLM Agents

Ning Liu, Ian Li, Kristina Klinkner

LLM agents executing multi-step workflows fail in two fundamentally different ways: recoverable slips, which further attempts can repair, and knowledge gaps, which retrying cannot…