Publications: Abdeslam Boularias Member
Boularias, A.; Chaib-draa, B. (2011). Bootstrapping Apprenticeship Learning, Advances in Neural Information Processing Systems 24 (NIPS 2010), Cambridge, MA: MIT Press download
Boularias, A.; Kroemer, O.; Peters, J. (2011). Learning Robot Grasping from 3D Images with Markov Random Fields, IEEE/RSJ International Conference on Intelligent Robot Systems (IROS) download
Wang, Z.; Boularias, A.; Muelling, K.; Peters, J. (2011). Balancing Safety and Exploitability in Opponent Modeling, Proceedings of the Twenty-Fourth National Conference on Artificial Intelligence (AAAI) download
Boularias, A.; Kober, J.; Peters, J. (2011). Relative Entropy Inverse Reinforcement Learning, Proceedings of Fourteenth International Conference on Artificial Intelligence and Statistics (AISTATS 2011) download
Boularias, A.; Chaib-draa, B. (2010). Apprenticeship Learning via Soft Local Homomorphisms, Proceedings of 2010 IEEE International Conference on Robotics and Automation (ICRA) download
Boularias, A. (2010). Predictive Representations For Sequential Decision Making Under Uncertainty, PhD Thesis, Computer Science, University of Laval download
Boularias, A.; Chaib-draa, B. (2009). Predictive Representations for Policy Gradient in POMDPs, Proceedings of the Twenty-sixth International Conference on Machine Learning (ICML) download
Boularias, A.; Chaib-draa, B. (2009). Policy Transfer in Apprenticeship Learning, NIPS 2009 Workshop on Transfer Learning for Structured Data
Boularias, A.; Chaib-draa, B. (2009). Learning Probabilistic Models via Bayesian Inverse Planning, NIPS2009 Workshop on Probabilistic Approaches for Robotics and Control
Boularias, A.; Chaib-draa, B. (2008). Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression, Proceedings of the International Conference on Automated Planning and Scheduling (ICAPS) download
Boularias, A.; Izadi, M.; Chaib-draa, B. (2008). Prediction-directed Compression of POMDPs, Proceedings of the International Conference on Machine Learning and Applications (ICMLA) download
Boularias, A (2008). A Predictive Model for Imitation Learning in Partially Observable Environments, Proceedings of the International Conference on Machine Learning and Applications (ICMLA) download
Boularias, A.; Izadi, M.; Chaib-draa, B. (2008). State Space Compression with Predictive Representations, Proceedings of 21st International Florida Artificial Intelligence Research Society Conference (FLAIRS) download
Boularias, A.; Chaib-draa, B. (2008). Planning in Decentralized POMDPs with Predictive Policy Representations, Proceedings of ICAPS08 Multiagent Planning Workshop (MASPLAN08) download
Burkov, A.; Boularias,A.; Chaib-draa, B. (2007). Competition and Coordination in Stochastic Games, Proceedings of the 2007 Twentieth Canadian Conference on Artificial Intelligence download
Boularias, A.; Chaib-draa, B. (2007). Les Représentations Prédictives des États et des Politiques, Actes des Quatrièmes Journées Francophones Modèles Formels de l`Interaction (MFI 07) download
