Neuroevolution strategies for episodic reinforcement learning

DOI10.1016/j.jalgor.2009.04.002zbMath1192.68520OpenAlexW2066251678MaRDI QIDQ3651638

Verena Heidrich-Meisner, Christian Igel

Publication date: 11 December 2009

Published in: Journal of Algorithms (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jalgor.2009.04.002

zbMATH Keywords

reinforcement learningdirect policy searchcovariance matrix adaptationpartially observable Markov decision processevolution strategy

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05)

Related Items (2)

Learning in compressed space ⋮ Preference-based reinforcement learning: evolutionary direct policy search using a preference-based racing algorithm

Uses Software

• CMA-ES
• SHARK

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