Author

Xingzhou Lou

Observed name: Lou, Xingzhou

Institutions: Chinese Academy of Sciences, Institute of Automation, University of Chinese Academy of Sciences

Observed institutions: King's College London, Chinese Academy of Sciences, Beijing Academy of Artificial Intelligence, Institute of Automation, University of Chinese Academy of Sciences

ORCID: 0000-0001-6380-2818

Observed ORCID: 0000-0001-6380-2818

OpenAlex ID: A5086169822

Offline reinforcement learning with representations for actions

2022 · Xingzhou Lou, Qiyue Yin, et al. · Information Sciences · 9

PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination

2023 · Lou, Xingzhou, Guo, Jiaxian, et al. · arXiv (Cornell University) · 7

PDF

An Efficient End-to-End Training Approach for Zero-Shot Human-AI Coordination

2023 · Xue Yan, Jiaxian Guo, et al. · neural information processing systems · 6

PDF

Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models

2024 · Xingzhou Lou, Junge Zhang, et al. · Adaptive Agents and Multi-Agents Systems · 5

Leveraging Joint-Action Embedding in Multiagent Reinforcement Learning for Cooperative Games

2023 · Xingzhou Lou, Junge Zhang, et al. · IEEE Transactions on Games · 5

TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient

2024 · Xingzhou Lou, Junge Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3

PDF

Position: Foundation Agents as the Paradigm Shift for Decision Making

2024 · Liu, Xiaoqian, Lou, Xingzhou, et al. · arXiv (Cornell University) · 1

PDF

Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models

2024 · Lou, Xingzhou, Zhang, Junge, et al. · Research Portal (King's College London) · 1

Safe Reinforcement Learning with Free-form Natural Language Constraints and Pre-Trained Language Models

2024 · Lou, Xingzhou, Zhang, Junge, et al. · arXiv (Cornell University) · 1

PDF

PECAN: Leveraging Policy Ensemble for Context-Aware Zero-Shot Human-AI Coordination

2023 · Xingzhou Lou, Jiaxian Guo, et al. · Adaptive Agents and Multi-Agents Systems · 1

Calibration-Aware Policy Optimization for Reasoning LLMs

2026 · Association for Computational Linguistics 2026, Lou, Xingzhou, et al. · Underline Science Inc.

Calibration-Aware Policy Optimization for Reasoning LLMs

2026 · Wang, Ziqi, Lou, Xingzhou, et al. · arXiv (Cornell University)

PDF

Calibration-Aware Policy Optimization for Reasoning LLMs

2026 · Ziqi Wang, Xingzhou Lou, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting

PDF

Sequential Preference Optimization: Multi-Dimensional Preference Alignment with Implicit Reward Modeling

2025 · Xingzhou Lou, Junge Zhang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence

PDF

Unveiling Chain of Step Reasoning for Vision-Language Models with Fine-grained Rewards

2025 · Honghao Chen, Xingzhou Lou, et al. · neural information processing systems

PDF

Uncertainty-aware Reward Model: Teaching Reward Models to Know What is Unknown

2024 · Lou, Xingzhou, Yan, Dong, et al. · arXiv (Cornell University)

PDF

SPO: Multi-Dimensional Preference Sequential Alignment With Implicit Reward Modeling

2024 · Lou, Xingzhou, Zhang, Junge, et al. · arXiv (Cornell University)

PDF

Works count: 19

Citation count: 39

H-index: 5

I10-index: