Survey Paper Discussion: Large Language Model based Autonomous Agents

Join us for a discussion on the survey paper A Survey on Large Language Model based Autonomous Agents by Lei Wang et al. .

This comprehensive review delves into the burgeoning field of LLM-based autonomous agents, offering a holistic perspective on their construction, applications, and evaluation strategies.
The paper introduces a unified framework that encapsulates the core components of LLM-based agents, including modules for profiling, memory, planning, and action. It explores diverse applications across social sciences, natural sciences, and engineering, highlighting how these agents are being utilized in various domains. Additionally, the survey examines both subjective and objective evaluation methods, providing insights into the challenges and future directions of this rapidly evolving field.

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Survey Paper