Hairi, Fnu

3 publications

ICML 2025 Finite-Time Global Optimality Convergence in Deep Neural Actor-Critic Methods for Decentralized Multi-Agent Reinforcement Learning Zhiyao Zhang, Myeung Suk Oh, Fnu Hairi, Ziyue Luo, Alvaro Velasquez, Jia Liu

ICML 2024 Finite-Time Convergence and Sample Complexity of Actor-Critic Multi-Objective Reinforcement Learning Tianchen Zhou, Fnu Hairi, Haibo Yang, Jia Liu, Tian Tong, Fan Yang, Michinari Momma, Yan Gao

ICLR 2022 Finite-Time Convergence and Sample Complexity of Multi-Agent Actor-Critic Reinforcement Learning with Average Reward Fnu Hairi, Jia Liu, Songtao Lu