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Xingzhou Lou
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Journal Articles
- 2024
- [j2]Xingzhou Lou, Junge Zhang, Yali Du, Chao Yu, Zhaofeng He, Kaiqi Huang:
Leveraging Joint-Action Embedding in Multiagent Reinforcement Learning for Cooperative Games. IEEE Trans. Games 16(2): 470-482 (2024) - 2022
- [j1]Xingzhou Lou, Qiyue Yin, Junge Zhang, Chao Yu, Zhaofeng He, Nengjie Cheng, Kaiqi Huang:
Offline reinforcement learning with representations for actions. Inf. Sci. 610: 746-758 (2022)
Conference and Workshop Papers
- 2024
- [c5]Xingzhou Lou, Junge Zhang, Timothy J. Norman, Kaiqi Huang, Yali Du:
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient. AAAI 2024: 17496-17504 - [c4]Xingzhou Lou, Junge Zhang, Ziyan Wang, Kaiqi Huang, Yali Du:
Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models. AAMAS 2024: 1274-1282 - [c3]Xiaoqian Liu, Xingzhou Lou, Jianbin Jiao, Junge Zhang:
Position: Foundation Agents as the Paradigm Shift for Decision Making. ICML 2024 - 2023
- [c2]Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du:
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination. AAMAS 2023: 679-688 - [c1]Xue Yan, Jiaxian Guo, Xingzhou Lou, Jun Wang, Haifeng Zhang, Yali Du:
An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination. NeurIPS 2023
Informal and Other Publications
- 2024
- [i6]Xingzhou Lou, Junge Zhang, Ziyan Wang, Kaiqi Huang, Yali Du:
Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models. CoRR abs/2401.07553 (2024) - [i5]Xingzhou Lou, Junge Zhang, Jian Xie, Lifeng Liu, Dong Yan, Kaiqi Huang:
SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling. CoRR abs/2405.12739 (2024) - [i4]Xiaoqian Liu, Xingzhou Lou, Jianbin Jiao, Junge Zhang:
Position: Foundation Agents as the Paradigm Shift for Decision Making. CoRR abs/2405.17009 (2024) - [i3]Yuzi Yan, Xingzhou Lou, Jialian Li, Yiping Zhang, Jian Xie, Chao Yu, Yu Wang, Dong Yan, Yuan Shen:
Reward-Robust RLHF in LLMs. CoRR abs/2409.15360 (2024) - 2023
- [i2]Xingzhou Lou, Jiaxian Guo, Junge Zhang, Jun Wang, Kaiqi Huang, Yali Du:
PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination. CoRR abs/2301.06387 (2023) - [i1]Xingzhou Lou, Junge Zhang, Timothy J. Norman, Kaiqi Huang, Yali Du:
TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient. CoRR abs/2312.15667 (2023)
Coauthor Index
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