EvoSteer: Online Self-Evolving Graph Orchestration via Reference-Anchored Credit Assignment

Mingda Zhang, Hanwen Zhang, Qiang Huang +5

In recent years, LLM-based multi-agent systems have been widely applied to orchestrate tool-using agents into executable communication graphs. However, existing self-evolving orche…