A survey on large language model based autonomous agents

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Human-level intelligence observed in large language models has transformative implications for autonomous agents.
A unified framework was proposed to integrate prior work on large language models and their applications.
Comprehensive evaluation strategies highlight the diverse applications across social, natural sciences, and engineering fields, paving new research paths in autonomy and intelligence systems.

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Comprehensive survey reviews LLM-based autonomous agents, highlighting challenges and future directions.

Wang et al. (2024) studied this question.

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