Dennis G. Wilson

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 33

Top Topics

Reinforcement Learning

Biomedical Image Analysis

Constrained Optimization

Top Venues

GECCO Companion

GECCO (Companion)

Publications

Paul Templier, Emmanuel Rachelson, Antoine Cully, Dennis G. Wilson
Genetic Drift Regularization: On Preventing Actor Injection from Breaking Evolution Strategies. CEC (2024)
Giorgia Nadizar, Luigi Rovito, Dennis G. Wilson, Eric Medvet
Interpretable Control Competition. GECCO Companion (2024)
Giorgia Nadizar, Eric Medvet, Dennis G. Wilson
Naturally Interpretable Control Policies via Graph-Based Genetic Programming. EuroGP (2024)
Tarek Kunze, Paul Templier, Dennis G. Wilson
Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks. CoRR (2024)
Paul-Antoine Le Tolguenec, Yann Besse, Florent Teichteil-Königsbuch, Dennis G. Wilson, Emmanuel Rachelson
Exploration by Learning Diverse Skills through Successor State Measures. CoRR (2024)
Tarek Kunze, Paul Templier, Dennis G. Wilson
Searching Search Spaces: Meta-evolving a Geometric Encoding for Neural Networks. CEC (2024)
Paul Templier, Luca Grillotti, Emmanuel Rachelson, Dennis G. Wilson, Antoine Cully
Quality with Just Enough Diversity in Evolutionary Policy Search. CoRR (2024)
Paul Templier, Emmanuel Rachelson, Antoine Cully, Dennis G. Wilson
Genetic Drift Regularization: on preventing Actor Injection from breaking Evolution Strategies. CoRR (2024)
Paul-Antoine Le Tolguenec, Emmanuel Rachelson, Yann Besse, Dennis G. Wilson
Curiosity Creates Diversity in Policy Search. ACM Trans. Evol. Learn. Optim. 3 (3) (2023)
Mahmoud Al Najar, Gregoire Thoumyre, Erwin W. J. Bergsma, Rafael Almar, Rachid Benshila, Dennis G. Wilson
Satellite derived bathymetry using deep learning. Mach. Learn. 112 (4) (2023)
Kévin Cortacero, Brienne McKenzie, Sabina Müller, Roxana Khazen, Fanny Lafouresse, Gaëlle Corsaut, Nathalie Van Acker, François-Xavier Frenois, Laurence Lamant, Nicolas Meyer, Béatrice Vergier, Dennis G. Wilson, Hervé Luga, Oskar Staufer, Michael L. Dustin, Salvatore Valitutti, Sylvain Cussat-Blanc
Kartezio: Evolutionary Design of Explainable Pipelines for Biomedical Image Analysis. CoRR (2023)
Valentin Guillet, Dennis G. Wilson, Carlos Aguilar Melchor, Emmanuel Rachelson
Neural Distillation as a State Representation Bottleneck in Reinforcement Learning. CoRR (2022)
Kaitlin Maile, Dennis G. Wilson, Patrick Forré
Architectural Optimization over Subgroups for Equivariant Neural Networks. CoRR (2022)
Paul-Antoine Le Tolguenec, Emmanuel Rachelson, Yann Besse, Dennis G. Wilson
Curiosity creates Diversity in Policy Search. CoRR (2022)
Valentin Guillet, Dennis G. Wilson, Carlos Aguilar Melchor, Emmanuel Rachelson
On Neural Consolidation for Transfer in Reinforcement Learning. CoRR (2022)
Estelle Chigot, Dennis G. Wilson
Coevolution of neural networks for agents and environments. GECCO Companion (2022)
Mahmoud Al Najar, Rafael Almar, Erwin W. J. Bergsma, Jean-Marc Delvit, Dennis G. Wilson
Genetic improvement of shoreline evolution forecasting models. GECCO Companion (2022)
Erwan Lecarpentier, Paul Templier, Emmanuel Rachelson, Dennis G. Wilson
LUCIE: an evaluation and selection method for stochastic problems. GECCO (2022)
Kaitlin Maile, Emmanuel Rachelson, Hervé Luga, Dennis G. Wilson
When, where, and how to add new neurons to ANNs. CoRR (2022)
Rachid Benshila, Youssra El Bennioui, Gregoire Thoumyre, Rafael Almar, Erwin W. J. Bergsma, Mahmoud Al Najar, Jean-Marc Delvit, Dennis G. Wilson
Coastal Bathymetry Estimation from Sentinel-2 Satellite Imagery: Comparing Deep Learning and Physics-Based Approaches. Remote. Sens. 14 (5) (2022)
Paul Templier, Emmanuel Rachelson, Dennis G. Wilson
A geometric encoding for neural network evolution. GECCO (2021)
Kaitlin Maile, Erwan Lecarpentier, Hervé Luga, Dennis G. Wilson
On Constrained Optimization in Differentiable Neural Architecture Search. CoRR (2021)
Dennis G. Wilson, Kyle Ira Harrington, Sylvain Cussat-Blanc, Hervé Luga
Evolving Differentiable Gene Regulatory Networks. CoRR (2018)
Dennis G. Wilson, Julian F. Miller, Sylvain Cussat-Blanc, Hervé Luga
Positional Cartesian Genetic Programming. CoRR (2018)
Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
Evolving simple programs for playing atari games. GECCO (2018)
Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Julian F. Miller
Evolving simple programs for playing Atari games. CoRR (2018)
Dennis G. Wilson, Silvio Rodrigues, Carlos Segura, Ilya Loshchilov, Frank Hutter, Guillermo López Buenfil, Ahmed Kheiri, Ed Keedwell, Mario Ocampo-Pineda, Ender Özcan, Sergio Iwan Valdez Pea, Brian Goldman, Salvador Botello Rionda, Arturo Hernández Aguirre, Kalyan Veeramachaneni, Sylvain Cussat-Blanc
Summary of evolutionary computation for wind farm layout optimization. GECCO (Companion) (2018)
Dennis G. Wilson, Sylvain Cussat-Blanc, Hervé Luga, Kyle Ira Harrington
Neuromodulated Learning in Deep Neural Networks. CoRR (2018)
Julian F. Miller, Dennis G. Wilson, Sylvain Cussat-Blanc
Evolving Developmental Programs That Build Neural Networks for Solving Multiple Problems. GPTP (2018)
Jean Disset, Dennis G. Wilson, Sylvain Cussat-Blanc, Stéphane Sanchez, Hervé Luga, Yves Duthen
A comparison of genetic regulatory network dynamics and encoding. GECCO (2017)
Julian F. Miller, Dennis G. Wilson
A developmental artificial neural network model for solving multiple problems. GECCO (Companion) (2017)
Dennis G. Wilson, Jean Disset, Sylvain Cussat-Blanc, Yves Duthen, Hervé Luga
Learning aquatic locomotion with animats. ECAL (2017)
Dennis G. Wilson
The ethics of automated behavioral microtargeting. AI Matters 3 (3) (2017)