Flux publications Open Science

Le Tolguenec, Paul-Antoine, Rachelson Emmanuel, Besse, Yann, Teichteil-Königsbuch Florent, Schneider Nicolas, Waeselynck, Hélène, Wilson Dennis, Exploration-Driven Reinforcement Learning for Avionic System Fault Detection (Experience Paper) : Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis. 2024, 33rd ACM SIGSOFT International Symposium on Software Testing and Analysis, 2024-09-20 - 2024-09-16 (2024-09-16, Vienna)

Exploration-Driven Reinforcement Learning for Avionic System Fault Detection (Experience Paper) : Proceedings of the 33rd ACM SIGSOFT International Sy

Guillet Valentin, Wilson Dennis, Aguilar-Melchor Carlos, Rachelson Emmanuel, Neural Distillation as a State Representation Bottleneck in Reinforcement Learning. 2022, Conference on Lifelong Learning Agents 2022, 2022-08-18 - 2022-08-24 (2022-08-24, Montréal)

Neural Distillation as a State Representation Bottleneck in Reinforcement Learning

Guillet Valentin, Wilson Dennis, Aguilar-Melchor Carlos, Rachelson Emmanuel, On Neural Consolidation for Transfer in Reinforcement Learning. 2022, IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning 2022, 2022-12-04 - 2022-12-07 (2022-12-07, Singapore)

On Neural Consolidation for Transfer in Reinforcement Learning

Templier Paul, Rachelson Emmanuel, Wilson Dennis, A geometric encoding for neural network evolution : Proceedings of the Genetic and Evolutionary Computation Conference. 2021, GECCO ’21 : Genetic and Evolutionary Computation Conference, 2021-07-10 - 2021-07-14 (2021-07-14, Lille)

A geometric encoding for neural network evolution : Proceedings of the Genetic and Evolutionary Computation Conference

Wilson Dennis, Rodrigues Silvio, Segura Carlos, Loshchilov Ilya, Hutter Frank, López Buenfil Guillermo, Kheiri Ahmed, Keedwell Ed, Ocampo-Pineda Mario, Ozcan Ender, Valdez Peña Sergio Ivvan, Goldman Brian, Botello Rionda Salvadore, Hernández-Aguirre Arturo, Veeramachaneni Kalyan, Cussat-Blanc Sylvain, Evolutionary computation for wind farm layout optimization. 2018, Renewable Energy. 126. 681-691. ISSN 0960-1481

Evolutionary computation for wind farm layout optimization

Wilson Dennis, Cussat-Blanc Sylvain, Luga Hervé, Miller Julian, Evolving simple programs for playing atari games : GECCO ’18 : Proceedings of the Genetic and Evolutionary Computation Conference. 2018, Genetic and Evolutionary Computation COnference (GECCO 2018), 2018-07-19 - 2018-07-15 (2018-07-15, Kyoto)

Evolving simple programs for playing atari games : GECCO '18 : Proceedings of the Genetic and Evolutionary Computation Conference

Wilson Dennis, Disset Jean, Cussat-Blanc Sylvain, Duthen Yves, Luga Hervé, Learning Aquatic Locomotion with Animats : Proceedings of ECAL 2017, the 14th European Conference on Artificial Life. 2017, ECAL 2017 : the 14th European Conference on Artificial Life, 2017-09-08 - 2017-09-04 (2017-09-04, Lyon)

Learning Aquatic Locomotion with Animats : Proceedings of ECAL 2017, the 14th European Conference on Artificial Life

Disset Jean, Wilson Dennis, Cussat-Blanc Sylvain, Sanchez Stéphane, Luga Hervé, Duthen Yves, A Comparison of Genetic Regulatory Network Dynamics and Encoding : GECCO ’17 Proceedings of the Genetic and Evolutionary Computation Conference. 2017, Genetic and Evolutionary Computation COnference (GECCO 2017), 2017-07-19 - 2017-07-15 (2017-07-15, Berlin)

A Comparison of Genetic Regulatory Network Dynamics and Encoding : GECCO '17 Proceedings of the Genetic and Evolutionary Computation Conference

Wilson Dennis, Cussat-Blanc Sylvain, Luga Hervé, Evolving genetic regulatory networks for online neurogenesis : Proceedings of 6th MEW. 2016, 6th Morphogenetic Engineering Workshop (MEW 2016) at ALife XV : Artificial Life Conference - 2016-07-04 (2016-07-04, Cancun)

Evolving genetic regulatory networks for online neurogenesis : Proceedings of 6th MEW

Wilson Dennis, Cussat-Blanc Sylvain, Luga Hervé, The Evolution of Artificial Neurogenesis : GECCO ’16 : Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. 2016, Genetic and Evolutionary Computation Conference Companion (GECCO 2016), 2016-07-24 - 2016-07-20 (2016-07-20, Denver)

The Evolution of Artificial Neurogenesis : GECCO '16 : Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion

Wilson Dennis, Cussat-Blanc Sylvain, Veeramachaneni Kalyan, O’Reilly Una-May, Luga Hervé, A Continuous Developmental Model for Wind Farm Layout Optimization : Proceedings of the 2014 conference on Genetic and evolutionary computation. 2014, Genetic and Evolutionary Computation COnference - GECCO 2014, 2014-07-16 - 2014-07-12 (2014-07-12, Vancouver)

A Continuous Developmental Model for Wind Farm Layout Optimization : Proceedings of the 2014 conference on Genetic and evolutionary computation

Wilson Dennis, Awa Emmanuel, Cussat-Blanc Sylvain, Veeramachaneni Kalyan, O’Reilly Una-May, On Learning to Generate Wind Farm Layouts : Proceedings of the 15th annual conference on Genetic and evolutionary computation. 2013, Genetic and Evolutionary Computation COnference - GECCO 2013, 2013-07-10 - 2013-07-06 (2013-07-06, Amsterdam)

On Learning to Generate Wind Farm Layouts : Proceedings of the 15th annual conference on Genetic and evolutionary computation