Evolutionary Machine Learning Accepted Papers

Long Talks

  • Erdi Sayar, Vladislav Vintaykin, Giovanni Iacca and Alois Knoll Hindsight Experience Replay with Evolutionary Decision Trees for Curriculum Goal Generation
  • Didrik Spanne Reilstad and Kai Olav Ellefsen Cultivating Diversity: A Comparison of Diversity Objectives in Neuroevolution
  • Corentin Léger, Gautier Hamon, Eleni Nisioti, Xavier Hinaut and Clément Moulin-Frier Evolving Reservoirs for Meta Reinforcement Learning
  • Atanu Mazumdar and Ville Kyrki Hybrid Surrogate Assisted Evolutionary Multiobjective Reinforcement Learning for Continuous Robot Control
  • Gabriel Cortês, Nuno Lourenço and Penousal Machado Towards Physical Plausibility in Neuroevolution Systems
  • Bruno Gašperov, Marko Đurasević and Domagoj Jakobovic Leveraging More of Biology in Evolutionary Reinforcement Learning
  • Angus Kenny, Tapabrata Ray, Steffen Limmer, Hemant Singh, Tobias Rodemann and Markus Olhofer A Hierarchical Dissimilarity Metric for Automated Machine Learning Pipelines, and Visualizing Search Behaviour
  • Emilio Bernal-Zubieta, Jesús Guillermo Falcón-Cardona and Jorge M. Cruz-Duarte DeepEMO: A Multi-Indicator Convolutional Neural Network-based Evolutionary Multi-Objective Algorithm
  • Cosijopii Garcia-Garcia, Alicia Morales-Reyes and Hugo Jair Escalante Progressive Self-Supervised Multi-Objective NAS for Image Classification
  • Qinyu Wang, Ying Bi, Bing Xue and Mengjie Zhang Genetic Programming with Aggregate Channel Features for Flower Localization Using Limited Training Data
  • Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf and Mengjie Zhang Improving Generalization of Evolutionary Feature Construction with Minimal Complexity Knee Points in Regression

Short Talks

  • Zakaria Abdelmoiz Dahi, Francisco Chicano and Gabriel Jesús Luque Polo An Evolutionary Deep Learning Approach for Efficient Quantum Algorithms Transpilation
  • Luana Clare, Alexandra Marques and João Correia A Comparative Analysis of Evolutionary Adversarial One-Pixel Attacks
  • Muhammad Junaid Ali, Laurent Moalic, Mokhtar Essaid and Lhasssane Idoumghar Robust Neural Architecture Search using Differential Evolution for Medical Images
  • Jill Baumann and Oliver Kramer Evolutionary Multi-Objective Optimization of Large Language Model Prompts for Balancing Sentiments
  • Harsh Bandhey, Sphia Sadek, Malek Kamoun and Ryan Urbanowicz Evolutionary Feature-Binning with Adaptive Burden Thresholding for Biomedical Risk Stratification
  • David Pätzel, Richard Nordsieck and Jörg Hähner Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners