Caiyi Xu

AgentTailor: A Semantic-Aware LLM-Based Multi-Agent System with Actor-Critic Structure

Large Language Model (LLM)-based multi-agent systems often suffer from high communication cost due to redundant interactions, as existing methods optimize communication structures without explicitly measuring whether exchanged messages contribute to the final decision. To better utilize the semantic…