Sample and time efficient policy learning with CMA-ES and Bayesian Optimisation

Léni K. Le Goff, Edgar Buchanan, Emma Hart, Ágoston E. Eiben, Wei Li 0055, Matteo De Carlo, Matthew F. Hale, Mike Angus, Robert Woolley, Jon Timmis, Alan F. T. Winfield, Andrew M. Tyrrell. Sample and time efficient policy learning with CMA-ES and Bayesian Optimisation. In Josh C. Bongard, Juniper Lovato, Laurent Hébert-Dufresne, Radhakrishna Dasari, Lisa B. Soros, editors, 2020 Conference on Artificial Life, ALIFE 2020, online, July 13-18, 2020. pages 432-440, MIT Press, 2020. [doi]

Abstract

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