17 citations · 69 across the 14 of their papers we have counts for
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cs.MA2022
Scalable and Sample Efficient Distributed Policy Gradient Algorithms in Multi-Agent Networked Systems
Xin Liu, Honghao Wei, Lei Ying
This paper studies a class of multi-agent reinforcement learning (MARL) problems where the reward that an agent receives depends on the states of other agents, but the next state o…
math.PR2022
Large-System Insensitivity of Zero-Waiting Load Balancing Algorithms
Xin Liu, Kang Gong, Lei Ying
This paper studies the sensitivity (or insensitivity) of a class of load balancing algorithms that achieve asymptotic zero-waiting in the sub-Halfin-Whitt regime, named LB-zero. Mo…