RAD: Retrieval High-quality Demonstrations to Enhance Decision-making. - Lu Guo; Yixiang Shan; Zhengbang Zhu; Qifan Liang; Lichang Song; Ting Long; Weinan Zhang 001; Yi Chang 001 (CoRR, 2025)