Search Machine Learning Repository:
All publications by Abdeslam Boularias
authors venues years



Gradient Weights help Nonparametric Regressors
Samory Kpotufe and Abdeslam Boularias
Advances in Neural Information Processing Systems 25, 2012


Algorithms for Learning Markov Field Policies
Abdeslam Boularias, Jan R. Peters and Oliver B. Kroemer
Advances in Neural Information Processing Systems 25, 2012


Relative Entropy Inverse Reinforcement Learning
Abdeslam Boularias, Jens Kober and Jan R. Peters
Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS-11), 2011


Bootstrapping Apprenticeship Learning
Abdeslam Boularias and Brahim Chaib-draa
Advances in Neural Information Processing Systems 23, 2010


Predictive representations for policy gradient in POMDPs
Abdeslam Boularias and Brahim Chaib-draa
Proceedings of the 26th International Conference on Machine Learning (ICML-09), 2009