Portfolio item number 1
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Posts by Collection
portfolio
Portfolio item number 2
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publications
Optimal observation policy of fault diagnosis: a reinforcement learning approach
Published in Chinese Automation Congress (CAC), 2020
Distributed consensus-based algorithm for social welfare in smart grid with transmission losses
Published in Science China Technological Sciences, 2020
Distributed reinforcement learning algorithm for dynamic economic dispatch with unknown generation cost functions
Published in IEEE Transactions on Industrial Informatics, 2020
Distributed reinforcement learning for cyber-physical system with multiple remote state estimation under DoS attacker
Published in IEEE Transactions on Network Science and Engineering, 2020
Economic dispatch of smart grid with unknown cost functions and switching network topology
Published in International Conference on Data-driven Optimization of Complex System (Best Paper Award), 2022
Distributed Q-learning algorithm for dynamic resource allocation with unknown objective functions and application to microgrid
Published in IEEE Transactions on Cybernetics, 2022
Distributed actor-critic algorithms for multiagent reinforcement learning over directed graphs
Published in IEEE Transactions on Neural Networks and Learning Systems, 2023
Distributed neural learning algorithms for multi-agent reinforcement learning
Published in IEEE Internet of Things Journal, 2023
Applications in traffic signal control: A distributed policy gradient decomposition algorithm
Published in IEEE Transactions on Industrial Informatics, 2024
Joint spectrum and power allocation in wireless network: a two-stage multi-agent reinforcement learning method
Published in IEEE Transactions on Emerging Topics in Computational Intelligence, 2024
Distributed neural policy gradient algorithm for global convergence of networked multi-agent reinforcement learning
Published in IEEE Transactions on Automatic Control, 2025
Distributed scalable coupled policy algorithm for networked multi-agent reinforcement learning
Published in Under review, 2025
Distributed zeroth-order policy gradient for networked multi-agent reinforcement learning from human feedback
Published in Under review, 2026
Global convergence for multi-agent reinforcement learning in unreliable communication networks
Published in IEEE International Conference on Computer Communications (INFOCOM), 2026
Scalable policy optimization for networked multi-agent reinforcement learning with continuous state-action spaces
Published in Under review, 2026
Equilibrium Strategies for Bilateral Link Network Formation With Multiple Heterogeneous Utilities
Published in IEEE Transactions on Industrial Informatics, 2026
Distributed primal-dual algorithm for constrained multi-agent reinforcement learning under coupled policies
Published in Under review, 2026
talks
Talk 1 on Relevant Topic in Your Field
Published:
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
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Teaching experience 2
Workshop, University 1, Department, 2015
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