Alain Droniou

Deep unsupervised network for multimodal perception, representation and classification

Olivier Sigaud, Serena Ivaldi, Alain Droniou, 2015, Robotics Auton. Syst..

Gated Autoencoders with Tied Input Weights

Olivier Sigaud, Alain Droniou, 2013, ICML.

Towards Deep Developmental Learning

Olivier Sigaud, Alain Droniou, Olivier Sigaud, 2016, IEEE Transactions on Cognitive and Developmental Systems.

Learning a repertoire of actions with deep neural networks

Olivier Sigaud, Serena Ivaldi, Alain Droniou, 2014, 4th International Conference on Development and Learning and on Epigenetic Robotics.

Object Learning Through Active Exploration

Pierre-Yves Oudeyer, Olivier Sigaud, Vincent Padois, 2014, IEEE Transactions on Autonomous Mental Development.

Perception and human interaction for developmental learning of objects and affordances

Mohamed Chetouani, Olivier Sigaud, David Filliat, 2012, 2012 12th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2012).

Learning to recognize objects through curiosity-driven manipulation with the iCub humanoid robot

Pierre-Yves Oudeyer, Olivier Sigaud, Vincent Padois, 2013, 2013 IEEE Third Joint International Conference on Development and Learning and Epigenetic Robotics (ICDL).