A Survey on Large Language Model based Autonomous Agents
This survey provides a comprehensive overview of LLM-based autonomous agents, covering their architecture, key components, and design considerations for developers. It systematically categorizes agent capabilities, including planning, memory, and tool use, while discussing current challenges and future directions.