ReAct: Synergizing Reasoning and Acting in Language Models

Abstract

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

Categories

Framework mappings

@inproceedings{yao2023react,
  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},
  booktitle = {ICLR 2023},
  eprint = {2210.03629},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2210.03629}
}