Abdeslam Boularias

Hi, my name is Abdeslam Boularias. From January 2006 to July 2010, I was a PhD student at Laval University under the supervision of Prof. Brahim Chaib-draa. My thesis focused on planning under uncertainty, reinforcement learning, imitation learning, and multi-agent systems. I graduated in July 2010, and moved to the Max Planck Institute for Intelligent Systems as a postdoc in the department of Prof. Bernhard Schölkopf. My current research interests focus on reinforcement learning techniques for robotics.

Abdeslam Boularias can be found on [Google Citations] and [DBLP].

Key References

  1. 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 [PDF]
  2. Boularias, A.; Chaib-draa, B. (2011). Bootstrapping Apprenticeship Learning, Advances in Neural Information Processing Systems 24 (NIPS 2010), Cambridge, MA: MIT Press  download [PDF]
  3. 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 [PDF]
  4. 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 [PDF]

Contact Information

Mail: Abdeslam Boularias, Spemannstr. 38, 72076 Tübingen, Germany
Phone: +49-7071-601-585
Fax: +49-7071-601-552
Email: boularias@tuebingen.mpg.de

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