Publications

Found 15 results
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2012
Mihaylov, M., Le Borgne, Y. - A., Tuyls, K., & Nowé, A.. (2012). Decentralised reinforcement learning for energy-efficient scheduling in wireless sensor networks. International Journal of Communication Networks and Distributed Systems, 9, 207–224.
PDF icon mihaylov_etal_ijcnds2012.pdf (667.49 KB)
Mihaylov, M. (2012). Decentralized Coordination in Multi-Agent Systems. Ph.D. thesis at Vrije Universiteit Brussel. Vrije Universiteit Brussel, Brussels.
PDF icon Mihaylov_phd.pdf (4.21 MB)
PDF icon mihaylov_etal_ccis12.pdf (396.39 KB)
Mihaylov, M., Tuyls, K., & Nowé, A.. (2012). Simple Decentralized Algorithm for Coordination Games. In Proceedings of the 21st Belgian-Dutch Conference on Machine Learning (BENELEARN'12). Gent.
PDF icon mihaylov_benelearn2012abstract.pdf (95.74 KB)
2011
Mihaylov, M., Le Borgne, Y. - A., Tuyls, K., & Nowé, A.. (2011). DESYDE: Decentralized (De)synchronization in Wireless Sensor Networks. In Proceedings of the 20th Annual Belgian-Dutch Conference on Machine Learning (BENELEARN 2011) (pp. 109-110). The Hague, The Netherlands.
Mihaylov, M., Le Borgne, Y. - A., Tuyls, K., & Nowé, A.. (2011). DESYDE: Decentralized (De)synchronization in Wireless Sensor Networks. In 23rd Belgium-Netherlands Conference on Artificial Intelligence (BNAIC 2011). presented at the November, Ghent, Belgium.
Mihaylov, M., Le Borgne, Y. - A., Tuyls, K., & Nowé, A.. (2011). Distributed Cooperation in Wireless Sensor Networks. In Proceedings of the 10th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2011). Taipei, Taiwan.
PDF icon mihaylov_etal_aamas2011.pdf (835.84 KB)
Van Moffaert, K., Mihaylov, M., Van Vreckem, B., & Nowé, A.. (2011). A Learning Approach to the School Bus Routing Problem. In P. De Causmaecker, Maervoet, J., Messelis, T., Verbeeck, K., & Vermeulen, T., Proceedings of the 23rd Benelux Conference on Artificial Intelligence (pp. 280–288). Ghent, Belgium.
PDF icon vanmoffaert_etal_bnaic2011 v1.pdf (347.55 KB)
Mihaylov, M., Le Borgne, Y. - A., Tuyls, K., & Nowé, A.. (2011). Self-Organizing Synchronicity and Desynchronicity using Reinforcement Learning. In Proceedings of the 3rd International Conference on Agents and Artificial Intelligence (ICAART 2011) (pp. 94-103). presented at the January, Rome, Italy.
2010
Naessens, V., Mihaylov, M., De Jong, S., Verbeeck, K., & Nowé, A.. (2010). Carebook: Assisting elderly people by social networking. In Proceedings of the 1st International Conference on Interdisciplinary Research on Technology, Education and Communication (ITEC2010). presented at the May, Kortrijk, Belgium.
Mihaylov, M., Le Borgne, Y. - A., Nowé, A., & Tuyls, K.. (2010). Decentralized Reinforcement Learning for Wake-up Scheduling. In 7th European Conference on Wireless Sensor Networks - Posters and Demos. presented at the 2, Coimbra, Portugal.
2009
Mihaylov, M., Tuyls, K., & Nowé, A.. (2009). Decentralized Learning in Wireless Sensor Networks. In 21st Belgium-Netherlands Conference on Artificial Intelligence (BNAIC 2009) (pp. 345–347). presented at the October, Eindhoven, The Netherlands.
Mihaylov, M., Tuyls, K., & Nowé, A.. (2009). Decentralized Learning in Wireless Sensor Networks. In of the Adaptive and Learning Agents Workshop (ALA 2009). Budapest, Hungary.
2008
Mihaylov, M., Nowé, A., & Tuyls, K.. (2008). Collective Intelligent Wireless Sensor Networks. In of the 20th Belgium-Netherlands Conference on Artificial Intelligence (BNAIC 2008) (pp. 169–176). presented at the October, Enschede, The Netherlands.
Mihaylov, M. (2008). Computational Mechanism Design for Wireless Sensor Networks. presented at the March, Maastricht University, Maastricht, The Netherlands.