Scholar
Xinran Li
Google Scholar ID: 6fYlKXgAAAAJ
The Hong Kong University of Science and Technology (HKUST)
reinforcement learning
multi-agent reinforcement learning
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Citations & Impact
All-time
Citations
48
H-index
4
i10-index
2
Publications
11
Co-authors
11
list available
Contact
Email
xinran.li@connect.ust.hk
CV
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GitHub
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Publications
3 items
MAGE: Multi-scale Autoregressive Generation for Offline Reinforcement Learning
2026
Cited
0
GAS: Enhancing Reward-Cost Balance of Generative Model-assisted Offline Safe RL
2026
Cited
0
Puzzle it Out: Local-to-Global World Model for Offline Multi-Agent Reinforcement Learning
2026
Cited
0
Resume (English only)
Academic Achievements
Paper 'Learn as Individuals, Evolve as a Team: Multi-agent LLMs Adaptation in Embodied Environments' posted on arXiv in June 2025
Paper 'Revisiting Multi-Agent World Modeling from a Diffusion-Inspired Perspective' posted on arXiv in June 2025
Paper 'C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning' accepted to ICML 2025
Paper 'Exponential Topology-enabled Scalable Communication in Multi-agent Reinforcement Learning' accepted to ICLR 2024
Paper 'Reinforcement Learning with Intrinsically Motivated Feedback Graph for Lost-sales Inventory Control' accepted to AISTATS 2025
Paper 'Learn How to Query from Unlabeled Data Streams in Federated Learning' accepted to AAAI 2025
Paper 'Kaleidoscope: Learnable Masks for Heterogeneous Multi-agent Reinforcement Learning' accepted to NeurIPS 2024
Paper 'Context-aware Communication for Multi-agent Reinforcement Learning' published at AAMAS 2024
Co-authors
11 total
Jun Zhang
Professor, Hong Kong University of Science and Technology, IEEE Fellow
Co-author 2
Jiawei Shao(邵嘉伟)
Research Scientist, Institute of Artificial Intelligence, China Telecom(中国电信人工智能研究院, TeleAI)
Chenjia Bai
Institute of Artificial Intelligence, China Telecom(中国电信人工智能研究院, TeleAI)
Ling Pan
Assistant Professor, Hong Kong University of Science and Technology
Yuchang SUN
Alibaba Group
Co-author 7
Xiaolu Wang
Software Engineering Institute, East China Normal University
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