Comparing Reinforcement Learning Methods for Real-Time Optimization of a Chemical Process

One popular method for optimizing systems, referred to as ANN-PSO, uses an artificial neural network (ANN) to approximate the system and an optimization method like particle swarm optimization (PSO) to select inputs. However, with reinforcement learning developments, it is important to compare ANN-P...

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Bibliographic Details
Main Authors: Titus Quah, Derek Machalek, Kody M. Powell
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Processes
Subjects:
Online Access:https://www.mdpi.com/2227-9717/8/11/1497