TradeMaster: A Holistic Quantitative Trading Platform Empowered by Reinforcement Learning. - Shuo Sun; Molei Qin; Wentao Zhang 007; Haochong Xia; Chuqiao Zong; Jie Ying; Yonggang Xie; Lingxuan Zhao; Xinrun Wang; Bo An 001 (NeurIPS, 2023)

PRUDEX-Compass: Towards Systematic Evaluation of Reinforcement Learning in Financial Markets. - Shuo Sun; Molei Qin; Xinrun Wang; Bo An 001 (Trans. Mach. Learn. Res., 2023)

EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading. - Molei Qin; Shuo Sun; Wentao Zhang 007; Haochong Xia; Xinrun Wang; Bo An 001 (AAAI, 2024)

A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist. - Wentao Zhang 007; Lingxuan Zhao; Haochong Xia; Shuo Sun; Jiaze Sun; Molei Qin; Xinyi Li; Yuqing Zhao; Yilei Zhao 001; Xinyu Cai; Longtao Zheng; Xinrun Wang; et al. (KDD, 2024)

MacroHFT: Memory Augmented Context-aware Reinforcement Learning On High Frequency Trading. - Chuqiao Zong; Chaojie Wang 001; Molei Qin; Lei Feng 006; Xinrun Wang; Bo An 001 (KDD, 2024)