Apprenticeship learning via inverse reinforcement learning, International conference on Machine learning, 2004. ,
Design of dictionaries for sparse representation, Proceedings of SPARS, number 5, pp.9-12, 2005. ,
Learning multiple behaviors from unlabeled demonstrations in a latent controller space, International conference on Machine learning (ICML), 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00871852
Apprenticeship learning about multiple intentions, International conference on Machine learning (ICML), number 28, 2011. ,
Basis decomposition of motion trajectories using spatio-temporal nmf, Int. Conf. on Artificial Neural Networks (ICANN), pp.597-606, 2009. ,
Non-negative sparse coding, 2002. ,
Task space retrieval using inverse feedback control, International Conference on Machine Learning, number 28 in ICML '11, pp.449-456, 2011. ,
Learning the parts of objects by nonnegative matrix factorization, Nature, vol.401, issue.6755, pp.788-91, 1999. ,
Efficient sparse coding algorithms, Advances in Neural Information Processing Systems (NIPS), 2006. ,
Itakura-saito nonnegative matrix factorization with group sparsity, Acoustics, Speech and Signal Processing, pp.21-24, 2011. ,
Feature construction for inverse reinforcement learning, Advances in Neural Information Processing Systems, issue.24, pp.1-9, 2010. ,
Learning shiftinvariant sparse representation of actions, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.2630-2637, 2010. ,
Learning semantic components from subsymbolic multimodal perception, the Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics, 2013. ,
URL : https://hal.archives-ouvertes.fr/hal-00842453
Apprenticeship learning using inverse reinforcement learning and gradient methods, Conference on Uncertainty in Artificial Intelligence (UAI), number 23, pp.295-302, 2007. ,
Algorithms for inverse reinforcement learning, International Conference on Machine Learning, 2000. ,
Policy invariance under reward transformations: Theory and application to reward shaping, International Conference on Machine Learning (ICML), vol.16, pp.278-287, 1999. ,
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values, Environmetrics, vol.5, issue.2, pp.111-126, 1994. ,
Bayesian inverse reinforcement learning, International Joint Conference on Artificial Intelligence (IJCAI'07), vol.20, pp.2586-2591, 2007. ,
Maximum margin planning, International conference on Machine learning-ICML '06, vol.23, pp.729-736, 2006. ,
Lifelong machine learning systems : Beyond learning algorithms, AAAI Spring Symposium Series, pp.49-55, 2013. ,
Unsupervised detection of words questioning the relevance of segmentation, Speech Analysis and Processing for Knowledge Discovery, ITRW ISCA, 2008. ,
Maximum entropy inverse reinforcement learning, AAI Conference on Artificial Intelligence, pp.1433-1438, 2008. ,