AgentCollab: A Self-Evaluation-Driven Collaboration Paradigm for Efficient LLM Agents

Wenbo Gao, Renxi Liu, Xian Wang +8

Autonomous agents powered by large language models (LLMs) perform complex tasks through long-horizon reasoning and tool interaction, where a fundamental trade-off arises between ex…