Researcher

Tuyls, K.P.

Professor

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  1. 2019
  2. Published
  3. 2015
  4. Published
  5. Published
    Ranjbar-Sahraei, B., Tuyls, K., Caliskanelli, I., Broeker, B., Claes, D., Alers, S., & Weiss, G. (2015). Bio-inspired multi-robot systems. In T. D. Ngo (Ed.), Biomimetic technologies. Principles and applications. (pp. 273-299). Woodhead Publishing Ltd.
  6. Published
    Efremova, J., Ranjbar-Sahraei, B., Rahmani, H., Oliehoek, F., Calders, T., Tuyls, K., & Weiss, G. (2015). Multi-source entity resolution for genealogical data. In G. Boothooft, P. Christen, K. Mandemakers, & M. Schraagen (Eds.), Population reconstruction (pp. 129-154). Springer Verlag.
  7. 2014
  8. Published
  9. 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
  10. Published
  11. Published
  12. 2013
  13. Published
    Chen, S., Ammar, H. B., Driessens, K., Tuyls, K., & Weiss, G. (2013). Automatic Transfer Between Negotiation Tasks. In Proceedings of the Autonomous Learning Agents (ALA) workshop at AAMAS 2013 Saint Paul, Minnesota, USA.
  14. Published
    Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K., & Weiss, G. (2013). Automatically Mapped Transfer Between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines. In Proceedings of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECMLPKDD 2013) (Vol. 8189, pp. 449-464). (Lecture Notes in Computer Science).
  15. Published
    Ammar, H. B., Mocanu, D. C., Taylor, M. E., Driessens, K., Tuyls, K., & Weiss, G. (2013). Automatically Mapped Transfer Between Reinforcement Learning Tasks via Three-Way Restricted Boltzmann Machines (Abstract). In Proceedings of the 25th Benelux Conference on Artificial Intelligence (BNAIC 2013)
  16. Published
    Stankova, K., Ranjbar-Sahraei, B., Weiss, G., & Tuyls, K. (2013). StaCo: Stackelberg-based Coverage Approach in Robotic Swarms. In ADAPTIVE 2013, The Fifth International Conference on Adaptive and Self-Adaptive Systems and Applications (pp. 71-76). (ADAPTIVE 2013, The Fifth International Conference on Adaptive and Self-Adaptive Systems and Applications).
  17. Published
    Alers, S., Bloembergen, D., Claes, D., Fossel, J., Hennes, D., Tuyls, K., & Weiss, G. (2013). Swarmlab@work team description paper.
  18. 2012
  19. Published
  20. Published
  21. 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.
  22. Published
  23. 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).
  24. 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.
  25. Published
    Ammar, H. B., Tuyls, K., Driessens, K., & Weiss, G. (2012). Reinforcement Learning Transfer via Sparse Coding. In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2012) (pp. 383-390). Valencia, Spain.
  26. Published
  27. 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.
  28. 2011
  29. Published
  30. 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.
  31. 2010
  32. Published
    Taylor, M. E., & Tuyls, K. (Eds.) (2010). Adaptive and Learning Agents. (Lecture Notes in Artificial Intelligence). Springer.
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