5 citations · 5 across the 2 of their papers we have counts for
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cs.NE2023
Enabling surrogate-assisted evolutionary reinforcement learning via policy embedding
Lan Tang, Xiaxi Li, Jinyuan Zhang +3
Evolutionary Reinforcement Learning (ERL) that applying Evolutionary Algorithms (EAs) to optimize the weight parameters of Deep Neural Network (DNN) based policies has been widely…
cs.NE2017★ 5 cited
Preselection via Classification: A Case Study on Evolutionary Multiobjective Optimization
Jinyuan Zhang, Aimin Zhou, Ke Tang +1
In evolutionary algorithms, a preselection operator aims to select the promising offspring solutions from a candidate offspring set. It is usually based on the estimated or real ob…