Ru-Hao Liu

DynaFlow: Learning Free-Form Multi-Agent Orchestration

Multi-agent systems often rely on predefined collaboration structures, limiting their ability to adapt to diverse task requirements. We introduce DynaFlow, a framework that integrates free-form executable workflow synthesis into the action space of the main agent. The agent decides when collaboration is needed and gene...