97 citations · 297 across the 11 of their papers we have counts for
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cs.NE2023★ 52 cited
Reducing Idleness in Financial Cloud Services via Multi-objective Evolutionary Reinforcement Learning based Load Balancer
Peng Yang, Laoming Zhang, Haifeng Liu +1
In recent years, various companies have started to shift their data services from traditional data centers to the cloud. One of the major motivations is to save on operational cost…
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…