Hairi

18 papers A* 4A 1B 3Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2025 B conf
Consensus-based Decentralized Multi-agent Reinforcement Learning for Random Access Network Optimization.
MobiHoc
Myeung Suk Oh, Zhiyao Zhang, Hairi, Alvaro Velasquez, Jia Liu
2025 J jnl
Consensus-based Decentralized Multi-agent Reinforcement Learning for Random Access Network Optimization.
CoRR
Myeung Suk Oh, Zhiyao Zhang, Hairi, Alvaro Velasquez, Jia Liu
2025 — conf
Enabling Pareto-Stationarity Exploration in Multi-Objective Reinforcement Learning: A Multi-Objective Weighted-Chebyshev Actor-Critic Approach.
CDC
Hairi, Yang Jiao, Tianchen Zhou, Haibo Yang, Chaosheng Dong, Fan Yang, Michinari Momma, Yan Gao, Jia Liu
2025 J jnl
Enabling Pareto-Stationarity Exploration in Multi-Objective Reinforcement Learning: A Multi-Objective Weighted-Chebyshev Actor-Critic Approach.
CoRR
Hairi, Jiao Yang, Tianchen Zhou, Haibo Yang, Chaosheng Dong, Fan Yang, Michinari Momma, Yan Gao, Jia Liu
2025 A* conf
Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning.
ICML
Zhiyao Zhang, Myeung Suk Oh, Hairi, Ziyue Luo, Alvaro Velasquez, Jia Liu
2025 J jnl
Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning.
CoRR
Zhiyao Zhang, Myeung Suk Oh, Hairi, Ziyue Luo, Alvaro Velasquez, Jia Liu
2024 A* conf
Byzantine-Robust Decentralized Federated Learning.
CCS
Minghong Fang, Zifan Zhang, Hairi, Prashant Khanduri, Jia Liu, Songtao Lu, Yuchen Liu, Neil Gong
2024 J jnl
Byzantine-Robust Decentralized Federated Learning.
CoRR
Minghong Fang, Zifan Zhang, Hairi, Prashant Khanduri, Jia Liu, Songtao Lu, Yuchen Liu, Neil Zhenqiang Gong
2024 A* conf
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning.
ICML
Tianchen Zhou, Hairi, Haibo Yang, Jia Liu, Tian Tong, Fan Yang, Michinari Momma, Yan Gao
2024 J jnl
Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning.
CoRR
Tianchen Zhou, Hairi, Haibo Yang, Jia Liu, Tian Tong, Fan Yang, Michinari Momma, Yan Gao
2024 B conf
On the Hardness of Decentralized Multi-Agent Policy Evaluation Under Byzantine Attacks.
WiOpt
Hairi, Minghong Fang, Zifan Zhang, Alvaro Velasquez, Jia Liu
2024 J jnl
On the Hardness of Decentralized Multi-Agent Policy Evaluation under Byzantine Attacks.
CoRR
Hairi, Minghong Fang, Zifan Zhang, Alvaro Velasquez, Jia Liu
2024 A conf
Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD Update.
AAMAS
Hairi, Zifan Zhang, Jia Liu
2024 J jnl
Sample and Communication Efficient Fully Decentralized MARL Policy Evaluation via a New Approach: Local TD update.
CoRR
Hairi, Zifan Zhang, Jia Liu
2022 A* conf
Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward.
ICLR
Hairi, Jia Liu, Songtao Lu
2021 B conf
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic.
MobiHoc
Hairi, Xin Liu, Lei Ying
2020 J jnl
Beyond Scaling: Calculable Error Bounds of the Power-of-Two-Choices Mean-Field Model in Heavy-Traffic.
CoRR
Hairi, Xin Liu, Lei Ying
2019 — conf
NetDyna: Mining Networked Coevolving Time Series with Missing Values.
IEEE BigData
Hairi, Hanghang Tong, Lei Ying