Hairi

According to our database, Hairi authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Enabling Pareto-Stationarity Exploration in Multi-Objective Reinforcement Learning: A Multi-Objective Weighted-Chebyshev Actor-Critic Approach.

Hairi, Jiao Yang, Tianchen Zhou, Haibo Yang, Chaosheng Dong, Fan Yang, Michinari Momma, Yan Gao, Jia Liu

CoRR, July, 2025

Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning.

Zhiyao Zhang, Myeung Suk Oh, Hairi, Ziyue Luo, Alvaro Velasquez, Jia Liu

CoRR, May, 2025

2024

On the Hardness of Decentralized Multi-Agent Policy Evaluation Under Byzantine Attacks.

Hairi, Minghong Fang, Zifan Zhang, Alvaro Velasquez, Jia Liu

Proceedings of the 22nd International Symposium on Modeling and Optimization in Mobile, 2024

Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning.

Tianchen Zhou, Hairi, Haibo Yang, Jia Liu, Tian Tong, Fan Yang, Michinari Momma, Yan Gao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Byzantine-Robust Decentralized Federated Learning.

Minghong Fang, Zifan Zhang, Hairi, Prashant Khanduri, Jia Liu, Songtao Lu, Yuchen Liu, Neil Gong

Proceedings of the 2024 on ACM SIGSAC Conference on Computer and Communications Security, 2024

Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD Update.

Hairi, Zifan Zhang, Jia Liu

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2022

Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward.

Hairi, Jia Liu, Songtao Lu

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic.

Hairi, Xin Liu, Lei Ying

Proceedings of the MobiHoc '21: The Twenty-second International Symposium on Theory, 2021

2019

NetDyna: Mining Networked Coevolving Time Series with Missing Values.

Hairi, Hanghang Tong, Lei Ying

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019