SynAct: Synergistic Active Feedback Learning for LLM Agents
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 resolve. Expert feedback can address the latter, but expert attention is scarce.
arXiv cs.LG2 min read