Bilevel Coordinated Reflection: A Game-Theoretic Approach to Multi-Agent LLM Systems

Yihang Chen, Yuxiang Chen, Yuxuan Huang +3

Multi-agent LLM systems commonly use an orchestrator to decompose a task for a team of workers and then improve through textual reflection. Despite strong empirical results, these…