ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants.

Gengru Chen

Pei Wang Yanan Wu Xiaoshuai Song Weixun Wang Gengru Chen Zhongwen Li Kezhong Yan Ken Deng Qi Liu Shuaibing Zhao Shaopan Xiong Xuepeng Liu Xuefeng Chen Wanxi Deng Wenbo Su Bo Zheng 0007 ShopSimulator: Evaluating and Exploring RL-Driven LLM Agent for Shopping Assistants. 2026 January abs/2601.18225 CoRR https://doi.org/10.48550/arXiv.2601.18225 db/journals/corr/corr2601.html#abs-2601-18225 streams/journals/corr

Yijia Luo Yulin Song Xingyao Zhang 0003 Jiaheng Liu Weixun Wang Gengru Chen Wenbo Su Bo Zheng 0007 Deconstructing Long Chain-of-Thought: A Structured Reasoning Optimization Framework for Long CoT Distillation. 2025 March abs/2503.16385 CoRR https://doi.org/10.48550/arXiv.2503.16385 db/journals/corr/corr2503.html#abs-2503-16385 streams/journals/corr

Weixun Wang Shaopan Xiong Gengru Chen Wei Gao Sheng Guo 0005 Yancheng He Ju Huang Jiaheng Liu Zhendong Li Xiaoyang Li Zichen Liu Haizhou Zhao Dakai An Lunxi Cao Qiyang Cao Wanxi Deng Feilei Du Yiliang Gu Jiahe Li 0018 Xiang Li 0117 Mingjie Liu Yijia Luo Zihe Liu Yadao Wang Pei Wang Tianyuan Wu Yanan Wu Yuheng Zhao Shuaibing Zhao Jin Yang Siran Yang Yingshui Tan Huimin Yi Yuchi Xu Yujin Yuan Xingyao Zhang 0003 Lin Qu Wenbo Su Wei Wang 0030 Jiamang Wang Bo Zheng 0007 Reinforcement Learning Optimization for Large-Scale Learning: An Efficient and User-Friendly Scaling Library. 2025 June abs/2506.06122 CoRR https://doi.org/10.48550/arXiv.2506.06122 db/journals/corr/corr2506.html#abs-2506-06122 streams/journals/corr

Yanshi Li Shaopan Xiong Gengru Chen Xiaoyang Li Yijia Luo Xingyao Zhang 0003 Yanhui Huang Xingyuan Bu Yingshui Tan Chun Yuan 0003 Jiamang Wang Wenbo Su Bo Zheng 0007 Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment. 2024 abs/2411.00809 CoRR https://doi.org/10.48550/arXiv.2411.00809 db/journals/corr/corr2411.html#abs-2411-00809 streams/journals/corr

Dakai An Xingyuan Bu Lunxi Cao Qiyang Cao Xuefeng Chen Ken Deng Wanxi Deng Feilei Du Wei Gao Yiliang Gu Sheng Guo 0005 Yancheng He Ju Huang Yanhui Huang Jiahe Li 0018 Xiang Li 0117 Xiaoyang Li Yanshi Li Zhendong Li Zhongwen Li Jiaheng Liu Mingjie Liu Qi Liu Xuepeng Liu Zichen Liu Zihe Liu Yijia Luo Lin Qu Xiaoshuai Song Yulin Song Wenbo Su Yingshui Tan Jiamang Wang Pei Wang Wei Wang 0030 Weixun Wang Yadao Wang Tianyuan Wu Yanan Wu Shaopan Xiong Yuchi Xu Kezhong Yan Jin Yang Siran Yang Huimin Yi Chun Yuan 0003 Yujin Yuan Xingyao Zhang 0003 Haizhou Zhao Shuaibing Zhao Yuheng Zhao Bo Zheng 0007