Dynamic mutation in MAP-Elites for robotic repertoire generation
暂无分享,去创建一个
Kyrre Glette | Kai Olav Ellefsen | Eivind Samuelsen | Jørgen Nordmoen | K. Glette | Eivind Samuelsen | Jørgen Nordmoen | K. Ellefsen
[1] Zbigniew Michalewicz,et al. Parameter Control in Evolutionary Algorithms , 2007, Parameter Setting in Evolutionary Algorithms.
[2] M D Gregory,et al. Fast Optimization of Electromagnetic Design Problems Using the Covariance Matrix Adaptation Evolutionary Strategy , 2011, IEEE Transactions on Antennas and Propagation.
[3] Kyrre Glette,et al. Multi-objective Analysis of MAP-Elites Performance , 2018, ArXiv.
[4] Antoine Cully,et al. Robots that can adapt like animals , 2014, Nature.
[5] Jean-Baptiste Mouret,et al. Illuminating search spaces by mapping elites , 2015, ArXiv.
[6] Yoshua Bengio,et al. Algorithms for Hyper-Parameter Optimization , 2011, NIPS.
[7] Kyrre Glette,et al. Multi-objective evolution of fast and stable gaits on a physical quadruped robotic platform , 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).
[8] Yasuhiro Fukuoka,et al. Adaptive Dynamic Walking of a Quadruped Robot on Irregular Terrain Based on Biological Concepts , 2003, Int. J. Robotics Res..
[9] A. E. Eiben,et al. Introduction to Evolutionary Computing , 2003, Natural Computing Series.
[10] Petros Koumoutsakos,et al. Reducing the Time Complexity of the Derandomized Evolution Strategy with Covariance Matrix Adaptation (CMA-ES) , 2003, Evolutionary Computation.
[11] Thomas Bäck,et al. An Overview of Evolutionary Algorithms for Parameter Optimization , 1993, Evolutionary Computation.
[12] Yiannis Demiris,et al. Quality and Diversity Optimization: A Unifying Modular Framework , 2017, IEEE Transactions on Evolutionary Computation.
[13] Dario Floreano,et al. Gaining Insight into Quality Diversity , 2016, GECCO.
[14] Jean-Baptiste Mouret,et al. Data-efficient exploration, optimization, and modeling of diverse designs through surrogate-assisted illumination , 2017, GECCO.
[15] Antoine Cully,et al. Behavioral repertoire learning in robotics , 2013, GECCO '13.
[16] Kyrre Glette,et al. Self-Modifying Morphology Experiments with DyRET: Dynamic Robot for Embodied Testing , 2019, 2019 International Conference on Robotics and Automation (ICRA).
[17] N. Cliff. Dominance statistics: Ordinal analyses to answer ordinal questions. , 1993 .
[18] Stéphane Doncieux,et al. Sferesv2: Evolvin' in the multi-core world , 2010, IEEE Congress on Evolutionary Computation.
[19] Kenneth O. Stanley,et al. Exploiting Open-Endedness to Solve Problems Through the Search for Novelty , 2008, ALIFE.
[20] Antoine Cully,et al. Evolving a Behavioral Repertoire for a Walking Robot , 2013, Evolutionary Computation.
[21] Jorge Gomes,et al. Evolution of Repertoire-Based Control for Robots With Complex Locomotor Systems , 2018, IEEE Transactions on Evolutionary Computation.
[22] Thomas Bäck,et al. Contemporary Evolution Strategies , 2013, Natural Computing Series.
[23] Kenneth O. Stanley,et al. Quality Diversity: A New Frontier for Evolutionary Computation , 2016, Front. Robot. AI.
[24] Kyrre Glette,et al. Combining MAP-Elites and Incremental Evolution to Generate Gaits for a Mammalian Quadruped Robot , 2018, EvoApplications.