Jincheng Zhang

Adaptive Switching Between Self-Planning and Collaborative Planning for Multiple Large Language Models

Large language models (LLMs) are increasingly employed as autonomous agents capable of decomposing tasks, generating action sequences, evaluating alternatives, and coordinating with other agents. However, existing planning strategies face a fundamental trade-off. Self-planning allows an individual model to generate and...