Efficient Hyperparameters optimization Through Model-based Reinforcement Learning and Meta-Learning

Xiyuan Liu; Jia Wu; Senpeng Chen

doi:10.1109/HPCC-SmartCity-DSS50907.2020.00139

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2020 IEEE 22nd International Conference on High Performance Computing and Communications; IEEE 18th International Conference on Smart City; IEEE 6th International Conference on Data Science and Systems (HPCC/SmartCity/DSS)

Efficient Hyperparameters optimization Through Model-based Reinforcement Learning and Meta-Learning

Year: 2020, Pages: 1036-1041

DOI Bookmark: 10.1109/HPCC-SmartCity-DSS50907.2020.00139

Authors

Xiyuan Liu, University of Electronic Science and Technology of China,School of Information and Software Engineering,Chengdu,China
Jia Wu, University of Electronic Science and Technology of China,School of Information and Software Engineering,Chengdu,China
Senpeng Chen, University of Electronic Science and Technology of China,School of Information and Software Engineering,Chengdu,China

Efficient Hyperparameters optimization Through Model-based Reinforcement Learning and Meta-Learning

Authors

Abstract