Researcher

Tuyls, K.P.

Professor

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  1. Article › Academic › Not peer-reviewed
  2. Published
    Aha, D. W., Boddy, M. S., Bulitko, V., Garcez, A. S. DA., Doshi, P., Edelkamp, S., ... Natarajan, S. (2010). Reports of the AAAI 2010 Conference Workshops. Ai Magazine, 31(4), 95-108. https://doi.org/10.1609/aimag.v31i4.2318
  3. Article › Academic › Peer-reviewed
  4. Published
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  17. Editorial › Academic › Not peer-reviewed
  18. Published
  19. Chapter › Academic
  20. Published
    Kaisers, M., Tuyls, K., Thuijsman, F., & Parsons, S. (2008). Auction analysis by normal form game approximation. In Proceedings - 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2008 (pp. 447-450). (Proceedings - 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, IAT 2008). https://doi.org/10.1109/WIIAT.2008.261
  21. 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.
  22. Published
    Ponsen, M. J. V., Croonenborghs, T., Tuyls, K., Ramon, J., Driessens, K., Herik, H. J. V. D., & Postma, E. O. (2010). Learning with Whom to Communicate Using Relational Reinforcement Learning. In R. Babuska, & F. C. A. Groen (Eds.), Interactive Collaborative Information Systems (pp. 45-63). (Studies in Computational Intelligence). Springer.
  23. 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.
  24. 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).
  25. Conference article in proceeding › Academic › Not peer-reviewed
  26. 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
  27. Conference article in proceeding › Academic › Peer-reviewed
  28. 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.
  29. Published
    Kaisers, M., Tuyls, K., Thuijsman, F., & Parsons, S. (2009). An evolutionary model of multi-agent learning with a varying exploration rate. In Proceedings of the 8-th International Conference on Autonomous Agents and Multiagent Systems (pp. 1255-1256). ACM.
  30. 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.
  31. 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).
  32. 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)
  33. Published
    Jong, S. D., Tuyls, K., Verbeeck, K., & Roos, N. (2007). Considerations for fairness in multi-agent systems. In ALAMAS (pp. 104-110)
  34. 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.
  35. 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).
  36. 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.
  37. 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.
  38. 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.
  39. Paper › Academic
  40. Published
  41. Book editing › Academic
  42. Published
    Taylor, M. E., & Tuyls, K. (Eds.) (2010). Adaptive and Learning Agents. (Lecture Notes in Artificial Intelligence). Springer.
  43. Working paper › Professional
  44. Published
    Alers, S., Bloembergen, D., Claes, D., Fossel, J., Hennes, D., Tuyls, K., & Weiss, G. (2013). Swarmlab@work team description paper.