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2020

  • Shala, Gresa and Biedenkapp, André and Awad, Noor and Adriaensen, Steven and Lindauer, Marius and Hutter, Frank (pdf)(poster)(bib)
    Learning Step-Size Adaptation in CMA-ES
    In: Proceedings of the Sixteenth International Conference on Parallel Problem Solving from Nature (PPSN'20)
    (Video presentation)(Code)(Project Page)
  • Awad, N. and Mallik, N. and Hutter, F. (pdf)(poster)(bib)
    Differential Evolution for Neural Architecture Search
    In: Proceedings of the 1st workshop on neural architecture search(@ICLR'20)
    (Video presentation)(Code)

2019

  • Fuks, L. and Awad, N. and Hutter, F. and Lindauer, M. (pdf)(bib)
    An Evolution Strategy with Progressive Episode Lengths for Playing Games
    In: Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI’19)
  • Franke, Jörg KH and Köhler, Gregor and Awad, Noor and Hutter, Frank (arXiv)(pdf)(bib)
    Neural Architecture Evolution in Deep Reinforcement Learning for Continuous Control
    In: NeurIPS 2019 Workshop on Meta-Learning (2019)