@article{tradenhancingllmagentswithstepwise, title = {TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision}, author = {Ruiwen Zhou and Yingxuan Yang and Muning Wen and Ying Wen and Wenhao Wang and Chunling Xi and Guoqiang Xu and Yong Yu and Weinan Zhang}, year = {2024}, eprint = {2403.06221}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2403.06221v1}, }