5 citations · 5 across the 6 of their papers we have counts for
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eess.SY2024★ 5 cited
Autonomous vehicle decision and control through reinforcement learning with traffic flow randomization
Yuan Lin, Antai Xie, Xiao Liu
Most of the current studies on autonomous vehicle decision-making and control tasks based on reinforcement learning are conducted in simulated environments. The training and testin…
math.OC2024
A Communication-Efficient Stochastic Gradient Descent Algorithm for Distributed Nonconvex Optimization
Antai Xie, Xinlei Yi, Xiaofan Wang +2
This paper studies distributed nonconvex optimization problems with stochastic gradients for a multi-agent system, in which each agent aims to minimize the sum of all agents' cost…