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math.OC2026
Distributed TD Tracking with Linear Function Approximation over Directed Communication Networks
Haocheng Yang, Shengchao Zhao, Yongchao Liu
We study the policy evaluation problem in multi-agent reinforcement learning (MARL) over directed communication networks, where agents cooperate with each other to explore an unkno…
math.OC2025
Efficient Gradient Tracking Algorithms for Distributed Optimization Problems with Inexact Communication
Shengchao Zhao, Yongchao Liu
Distributed optimization problems usually face inexact communication issues induced by channel noise, communication quantization or differential privacy protection. Most existing a…