ReAct: Synergizing Reasoning and Acting in Language Models

Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao

Abstract

Foundational work on the ReAct paradigm for LLM agents that interleave reasoning and tool-use actions, enabling complex task completion with security implications.

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@article{llmsec202500021,
  title = {ReAct: Synergizing Reasoning and Acting in Language Models},
  author = {Shunyu Yao and Jeffrey Zhao and Dian Yu and Nan Du and Izhak Shafran and Karthik Narasimhan and Yuan Cao},
  year = {2023},
  journal = {ICLR 2023},
  url = {https://arxiv.org/abs/2210.03629},
}