Hyperparameter Selection in Reinforcement Learning Using the "Design of Experiments" Method

Mark C. McKenzie, Mark D. McDonnell. Hyperparameter Selection in Reinforcement Learning Using the "Design of Experiments" Method. In Chrisina Jayne, Danilo P. Mandic, Richard J. Duro, editors, International Neural Network Society Workshop on Deep Learning Innovations and Applications, INNS DLIA@IJCNN 2023, Gold Coast, Australia, 23 June 2023. Volume 222 of Procedia Computer Science, pages 11-24, Elsevier, 2023. [doi]

Abstract

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