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Keywords: reinforcement learning
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Journal Articles
Journal Articles
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. April 2022, 22(2): 021002.
Paper No: JCISE-21-1044
Published Online: July 21, 2021
...Maximilian E. Ororbia; Gordon P. Warn This article presents a framework that mathematically models optimal design synthesis as a Markov Decision Process (MDP) that is solved with reinforcement learning. In this context, the states correspond to specific design configurations, the actions correspond...
Journal Articles
Article Type: Technical Briefs
J. Comput. Inf. Sci. Eng. June 2020, 20(3): 034502.
Paper No: JCISE-19-1215
Published Online: April 17, 2020
... with the design experience and calculated values. 27 07 2019 30 03 2020 30 03 2020 01 04 2020 reinforcement learning Monte Carlo learning method machine learning workspace data-driven engineering The work was supported by the National Natural Science Foundation of China...