Entropy regularization methods for parameter space exploration

DOI10.1016/J.INS.2022.11.099MaRDI QIDQ6492550

Xiaoyu Gong, Sheng Zhu, Shuai Han, Wenbo Zhou, Shuai Lu

Publication date: 25 April 2024

Published in: Information Sciences (Search for Journal in Brave)

zbMATH Keywords

reinforcement learningexplorationparameter spacesentropy regularizationdeterministic policy gradients

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Measures of information, entropy (94A17)

Cites Work

• Knee based multimodal multi-objective evolutionary algorithm for decision making
• Recruitment-imitation mechanism for evolutionary reinforcement learning
• Model-based contextual policy search for data-efficient generalization of robot skills

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