Stéphane DONCIEUX

ISIR
...
  • Professor
  • ISIR - Institut des Systèmes Intelligents et de Robotique
  • http://people.isir.upmc.fr/doncieux/
  • Communities
    Mathematics, Computer Science & Robotics
  • Expertise
    Machine learning
    Robotics
    Statistical learning

Responsibilities

Head of AMAC (Architectures and Models for Adaptation and Cognition) team at ISIR

Selected publications

-  Doncieux, S. and Paolo, G. and Laflaquière, A. and Coninx, A. (2020). Novelty Search makes Evolvability Inevitable. Proceedings of the Genetic and Evolutionary Computation Conference. Pages -.

-  Doncieux, S. and Bredèche, N. and LeGoff, L. and Girard, B. and Coninx, A. and Sigaud, O. and Khamassi, M. and Díaz-Rodríguez, N. and Filliat, D. and Hospedales, T. and Eiben, A. and Duro, R. (2020). DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics.
Published : HAL preprint.

- Doncieux, S. and Laflaquiere, A. and Coninx, A. (2019). Novelty Search: a Theoretical Perspective.
Proceedings of the Genetic and Evolutionary Computation Conference. Pages 99-106.

- Doncieux, S. and Filliat, D. and Diaz-Rodriguez, N. and Hospedales, T. and Duro, R. and Coninx, A. and Roijers, D.M. and Girard, B. and Perrin, N. and Sigaud, O. (2018). Open-Ended Learning: A Conceptual Framework Based on Representational Redescription. Frontiers in Neurorobotics. Vol 12 Pages 59.

International collaborations

DREAM FET project (PI) :
- ENSTA-ParisTech (France)
- University of Coruna (Spain)
- Vrije Universiteit Amsterdam (The Netherlands) 
- University of Edinburgh (UK)

Industrial collaborations

SoftBank robotics, Renault, PSA