BBSR + ENUM Tracks
When Does Neuroevolution Outcompete Reinforcement Learning in Transfer Learning Tasks?
Eleni Nisioti, Erwan Plantec, Milton Llera Montero, Joachim Winther Pedersen, Sebastian Risi
CS + NE Tracks
Extract-QD Framework: A Generic Approach for Quality-Diversity in Noisy, Stochastic or Uncertain Domains
Manon Flageat, Johann Huber, François Helenon, Stephane Doncieux, Antoine Cully
ECOM Track
On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence
Michal Witold Przewozniczek, Francisco Chicano, Renato Tinós, Jakub Nalepa, Bogdan Ruszczak, Agata Maria Wijata
EML Track
Evolution of Inherently Interpretable Visual Control Policies
Camilo De La Torre, Giorgia Nadizar, Yuri Lavinas, Hervé Luga, Dennis Wilson, Sylvain Cussat-Blanc
EMO Track
Exploring Phase-Specific Configuration of Interactive Evolutionary Multiobjective Optimization Methods
Giomara Larraga, Kaisa Miettinen
GA + SI Tracks
Empirical Linkage Learning Provably Builds Truthful Models on Concatenated Traps and H-IFF
Marcus Schmidbauer, Dirk Sudholt
Congestion-Aware Multi-Agent Path Planning for Pick-up and Delivery Tasks
Mehrdad Asadi, Ann Nowé, Javad Ghofrani
GECH + THEORY Tracks
Why Dominance Is Not Enough: Lessons from Practical Evolutionary Multi-Objective Algorithms
Duc-Cuong Dang, Andre Opris, Dirk Sudholt
GP Track
Transformer Semantic Genetic Programming for Symbolic Regression
Philipp Anthes,Dominik Sobania, Franz Rothlauf
L4EC Track
On the Importance of Reward Design in Reinforcement Learning-based Dynamic Algorithm Configuration: A Case Study on OneMax with (1+λ, λ)-GA
Tai Nguyen, Phong Le, André Biedenkapp, Carola Doerr, Nguyen Dang
Deep reinforcement learning for instance-specific algorithm configuration
Elias Schede, Moritz Seiler, Kevin Tierney, Heike Trautmann
RWA Track
Tomographic Reconstruction with Real-time a priori Acquisition
Muhammad Wishal Khan, Hooman Oroojeni, Bal Sanghera, Tim Blackwell, Mohammad Majid al-Rifaie