Researcher

Bou Ammar, H.

Researcher

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  1. 2016
  2. Published
  3. 2015
  4. Published
  5. 2014
  6. Published
    Bou Ammar, H., Driessens, K., Eaton, E., Taylor, M. E., Mocanu, D. C., Weiss, G., & Tuyls, K. (2014). An automated measure of mdp similarity for transfer in reinforcement learning. In Machine Learning for Interactive Systems: Papers from the AAAI-14 Workshop
  7. 2013
  8. Published
    Bou Ammar, H. (2013). Automated transfer in reinforcement learning. Maastricht: Maastricht University.
  9. Published
    Zhao, W., Ammar, H. B., & Roos, N. (2013). Dynamic Object Recognition using Sparse Coded Three-way Conditional Restricted Boltzmann Machines. In Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC) (pp. 271-278)
  10. 2012
  11. Published
    Chami, M., Ammar, H. B., Voos, H., Tuyls, K., & Weiss, G. (2012). A Nonparametric Evaluation of SysML-based Mechatronic Conceptual Design. In J. W. H. M. Uiterwijk, N. Roos, & M. H. M. Winands (Eds.), Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012) Maastricht: Department of Knowledge Engineering, Maastricht University.
  12. Published
    Ammar, H. B., Taylor, M. E., Tuyls, K., & Weiss, G. (2012). Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping. In Post proceedings book of the European Workshop on Multiagent Systems (EUMAS), Berlin, Germany, 2012 (Post proceedings book of the European Workshop on Multiagent Systems (EUMAS), Berlin, Germany, 2012).
  13. Published
    Ammar, H. B., Taylor, M. E., Tuyls, K., Driessens, K., & Weiss, G. (2012). Reinforcement Learning Transfer Using a Sparse-Coded Inter-Task Mapping (extended abstract). In J. W. H. M. Uiterwijk, N. Roos, & M. H. M. Winands (Eds.), Proceedings of the 24th Benelux Conference on Artificial Intelligence (BNAIC 2012) (pp. 283-284). Maastricht: Department of Knowledge Engineering, Maastricht University.
  14. Published
    Ammar, H. B., & Tokic, M. (2012). Reinforcement Learning using a Physical Robot. In Proceedings of the Teaching Machine Learning Workshop at the International Conference of Machine Learning (ICML), Edinburg, Scotland
  15. Published
    Chen, S., Ammar, H. B., Tuyls, K., & Weiss, G. (2012). Transfer Learning for Bilateral Multi Issue Negotiation. In J. WHM. Uiterwijk, N. Roos, & M. HM. Winands (Eds.), Proceedings of BNAIC 2012: (pp. 59-66). Maastricht University.
  16. 2011
  17. Published
    Ammar, H. B., & Taylor, M. E. (2011). Common Subspace Transfer for Reinforcement Learning Tasks. In Adaptive and Learning Agents (pp. 21-36). (Lecture Notes in Computer Science; Vol. 7113). Springer Verlag.
  18. Published
    Ammar, H. B., Taylor, M. E., Tuyls, K., & Weiss, G. (2011). Reinforcement Learning Transfer Using a Sparse Coded Inter-Task Mapping. In Multi-Agent Systems (Vol. 7541, pp. 1-16). (Lecture Notes in Computer Science). Springer Verlag.