Efficient and Optimal Policy Gradient Algorithm for Corrupted Multi-armed Bandits
Jiayuan Liu, Siwei Wang, Zhixuan Fang
Published in the twenty-fourth International Conference on Autonomous Agents and Multiagent Systems (AAMAS) , 2025
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Publications
You can also find my articles on my Google Scholar profile.
Extending Myerson’s Optimal Auctions to Correlated Bidders via Neural Network Interpolation
Mingyu Guo, Jiayuan Liu, Vincent Conitzer
Published in the eighth International Conference on Algorithmic Decision Theory (ADT) , 2024
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Real-Time Recursive Routing in Payment Channel Network: A Bidding-based Design
Jiayuan Liu, Canhui Chen, Lulu Zhou, Zhixuan Fang
Published in the twentieth International Symposium on Modeling and Optimization in Mobile, Ad Hoc and Wireless Networks (WiOpt), 2022
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Low-Rank Modular Reinforcement Learning via Muscle Synergy
Heng Dong, Tonghan Wang, Jiayuan Liu, Chongjie Zhang
Published in the thirty-sixth Conference on Neural Information Processing Systems (NeurIPS), 2022
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Manuscripts
An Interpretable Automated Mechanism Design Framework with Large Language Models
Jiayuan Liu, Mingyu Guo, Vincent Conitzer
Manuscript, 2025
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Cost-Efficient Information Aggregation in Hierarchical Information Structure
Jiayuan Liu, Shuran Zheng, Yiling Chen
Manuscript, 2023
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Birds of a Feather Flock Together: A Close Look at Cooperation Emergence via Multi-Agent RL
Heng Dong, Tonghan Wang, Jiayuan Liu, Chi Han, Chongjie Zhang
Manuscript, 2022
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