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Works (6)

A Multimodal Foundation Agent for Financial Trading: Tool-Augmented, Diversified, and Generalist

2024-08-25 | Conference paper
Contributors: Wentao Zhang; Lingxuan Zhao; Haochong Xia; Shuo Sun; Jiaze Sun; Molei Qin; Xinyi Li; Yuqing Zhao; Yilei Zhao; Xinyu Cai et al.
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Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools

2024-05-13 | Conference paper
Contributors: Wentao Zhang; Yilei Zhao; Shuo Sun; Jie Ying; Yonggang Xie; Zitao Song; Xinrun Wang; Bo An
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Mastering Stock Markets with Efficient Mixture of Diversified Trading Experts

2023-08-06 | Conference paper
Contributors: Shuo Sun; Xinrun Wang; Wanqi Xue; Xiaoxuan Lou; Bo An
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PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement

2023-08-06 | Conference paper
Contributors: Wanqi Xue; Qingpeng Cai; Zhenghai Xue; Shuo Sun; Shuchang Liu; Dong Zheng; Peng Jiang; Kun Gai; Bo An
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Reinforcement Learning for Quantitative Trading

ACM Transactions on Intelligent Systems and Technology
2023-06-30 | Journal article
Contributors: Shuo Sun; Rundong Wang; Bo An
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Deep Reinforcement Learning for Quantitative Trading: Challenges and Opportunities

IEEE Intelligent Systems
2022-03-01 | Journal article
Contributors: Bo An; Shuo Sun; Rundong Wang
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