Quality Diversity optimization using the IsoLineDD operator: forward and backward directions are equally important

Author:

Christou Konstantinos1ORCID,Christodoulou Chris2ORCID,Vassiliades Vassilis1ORCID

Affiliation:

1. CYENS Centre of Excellence, Nicosia, Cyprus

2. University of Cyprus, Nicosia, Cyprus

Funder

Horizon 2020 Framework Programme

Publisher

ACM

Reference17 articles.

1. Konstantinos Chatzilygeroudis , Antoine Cully , Vassilis Vassiliades , and Jean-Baptiste Mouret . 2021. Quality-Diversity Optimization: a novel branch of stochastic optimization . In Black Box Optimization, Machine Learning, and No-Free Lunch Theorems, P.M. Pardalos, V. Rasskazova, and M.N. Vrahatis (Eds.). Springer , 109--135. Konstantinos Chatzilygeroudis, Antoine Cully, Vassilis Vassiliades, and Jean-Baptiste Mouret. 2021. Quality-Diversity Optimization: a novel branch of stochastic optimization. In Black Box Optimization, Machine Learning, and No-Free Lunch Theorems, P.M. Pardalos, V. Rasskazova, and M.N. Vrahatis (Eds.). Springer, 109--135.

2. Antoine Cully , Jeff Clune , Danesh Tarapore , and Jean-Baptiste Mouret . 2015. Robots that can adapt like animals. Nature 521, 7553 ( 2015 ), 503--507. Antoine Cully, Jeff Clune, Danesh Tarapore, and Jean-Baptiste Mouret. 2015. Robots that can adapt like animals. Nature 521, 7553 (2015), 503--507.

3. Quality and Diversity Optimization: A Unifying Modular Framework

4. Empirical analysis of PGA-MAP-Elites for Neuroevolution in Uncertain Domains

5. Covariance matrix adaptation for the rapid illumination of behavior space

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