Princeton and Google AI Researchers Propose ReAct: An Effective Artificial Intelligence Method for Synergizing Reasoning and Acting in Large Language Models

Although large language models (LLMs) have shown astounding performance on tasks involving interactive decision-making and language understanding, their capacities for reasoning (such as chain-of-thought prompting) and acting (such as action plan generation) have primarily been studied as separate topics. Recent work focuses on translating text contexts to text actions using the language model’s internal knowledge […]

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