TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision. - Ruiwen Zhou; Yingxuan Yang; Muning Wen; Ying Wen 001; Wenhao Wang; Chunling Xi; Guoqiang Xu; Yong Yu 001; Weinan Zhang 001 (SIGIR, 2024)