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Xinrun Wang

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Towards General Computer Control: A Multimodal Agent for Red Dead Redemption II as a Case Study

Mar 07, 2024
Weihao Tan, Ziluo Ding, Wentao Zhang, Boyu Li, Bohan Zhou, Junpeng Yue, Haochong Xia, Jiechuan Jiang, Longtao Zheng, Xinrun Xu, Yifei Bi, Pengjie Gu, Xinrun Wang, Börje F. Karlsson, Bo An, Zongqing Lu

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

Feb 29, 2024
Wentao Zhang, Lingxuan Zhao, Haochong Xia, Shuo Sun, Jiaze Sun, Molei Qin, Xinyi Li, Yuqing Zhao, Yilei Zhao, Xinyu Cai, Longtao Zheng, Xinrun Wang, Bo An

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True Knowledge Comes from Practice: Aligning LLMs with Embodied Environments via Reinforcement Learning

Jan 25, 2024
Weihao Tan, Wentao Zhang, Shanqi Liu, Longtao Zheng, Xinrun Wang, Bo An

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keqing: knowledge-based question answering is a nature chain-of-thought mentor of LLM

Dec 31, 2023
Chaojie Wang, Yishi Xu, Zhong Peng, Chenxi Zhang, Bo Chen, Xinrun Wang, Lei Feng, Bo An

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Reinforcement Learning with Maskable Stock Representation for Portfolio Management in Customizable Stock Pools

Nov 21, 2023
Wentao Zhang, Yilei Zhao, Shuo Sun, Jie Ying, Yonggang Xie, Zitao Song, Xinrun Wang, Bo An

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Market-GAN: Adding Control to Financial Market Data Generation with Semantic Context

Sep 14, 2023
Haochong Xia, Shuo Sun, Xinrun Wang, Bo An

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Population-size-Aware Policy Optimization for Mean-Field Games

Feb 07, 2023
Pengdeng Li, Xinrun Wang, Shuxin Li, Hau Chan, Bo An

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A Game-Theoretic Perspective of Generalization in Reinforcement Learning

Aug 07, 2022
Chang Yang, Ruiyu Wang, Xinrun Wang, Zhen Wang

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Offline Equilibrium Finding

Jul 12, 2022
Shuxin Li, Xinrun Wang, Jakub Cerny, Youzhi Zhang, Hau Chan, Bo An

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Solving Large-Scale Extensive-Form Network Security Games via Neural Fictitious Self-Play

Jun 02, 2021
Wanqi Xue, Youzhi Zhang, Shuxin Li, Xinrun Wang, Bo An, Chai Kiat Yeo

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