2016

  • [PDF] K. Tuyls, S. Alers, E. Cucco, D. Claes, and D. Bloembergen, “A Telepresence-Robot Approach for Efficient Coordination of Swarms,” in Proceedings of the Artificial Life Conference 2016, 2016, pp. 666-673.
    [Bibtex]
    @inproceedings{Tuyls2016alife,
     author = {Karl Tuyls and Sjriek Alers and Elisa Cucco and Daniel Claes and Daan Bloembergen},
     title = {A Telepresence-Robot Approach for Efficient Coordination of Swarms},
     booktitle = {Proceedings of the Artificial Life Conference 2016},
     pages = {666--673},
     year = {2016},
     publisher = {MIT Press},
     pdf = {http://www.flowermountains.nl/pub/Tuyls2016alife.pdf}
    }
  • [PDF] R. Klima, D. Bloembergen, R. Savani, K. Tuyls, D. Hennes, and D. Izzo, “Space Debris Removal: A Game Theoretic Analysis,” Games, vol. 7, iss. 3, p. 20, 2016.
    [Bibtex]
    @article{Klima2016games,
      title={Space Debris Removal: A Game Theoretic Analysis},
      author={Klima, Richard and Bloembergen, Daan and Savani, Rahul and Tuyls, Karl and Hennes, Daniel and Izzo, Dario},
      journal={Games},
      volume={7},
      number={3},
      pages={20},
      year={2016},
      pdf={http://www.mdpi.com/2073-4336/7/3/20}
    }
  • [PDF] R. Klima, D. Bloembergen, R. Savani, K. Tuyls, D. Hennes, and D. Izzo, “Space Debris Removal: A Game Theoretic Analysis,” in Proc. of the 22nd Europ. Conf. on Artificial Intelligence (ECAI), 2016, pp. 1658-1659.
    [Bibtex]
    @inproceedings{Klima2016ecai,
      author =   {Richard Klima and Daan Bloembergen and Rahul Savani and Karl Tuyls and Daniel Hennes and Dario Izzo},
      title =   {Space Debris Removal: A Game Theoretic Analysis},
      booktitle =   {Proc. of the 22nd Europ. Conf. on Artificial Intelligence (ECAI)},
      editor = {Gal Kaminka and others},
      pages = {1658--1659},
      publisher = {IOS Press},
      year =   {2016},
      pdf = {http://ebooks.iospress.nl/volumearticle/44968}
    }
  • [PDF] J. Collenette, K. Atkinson, D. Bloembergen, and K. Tuyls, “The Effect of Mobility and Emotion on Interactions in Multi-Agent Systems,” in Proceedings of the 8th European Starting AI Researcher Symposium (STAIRS), 2016, pp. 39-50.
    [Bibtex]
    @inproceedings{Collenette2016stairs,
     title = {The Effect of Mobility and Emotion on Interactions in Multi-Agent Systems},
     author = {Joe Collenette and Katie Atkinson and Daan Bloembergen and Karl Tuyls},
     booktitle = {Proceedings of the 8th European Starting {AI} Researcher Symposium (STAIRS)},
     editor = {David Pearce and H. Sofia Pinto},
     pages = {39--50},
     year = {2016},
     publisher = {IOS Press},
     pdf = {http://ebooks.iospress.nl/volumearticle/45040}
    }
  • [PDF] J. Collenette, K. Atkinson, D. Bloembergen, and K. Tuyls, “Mobility effects on the evolution of co-operation in emotional robotic agents,” in AAMAS 2016 workshop on Adaptive and Learning Agents (ALA), 2016.
    [Bibtex]
    @inproceedings{Collenette2016ala,
     title = {Mobility effects on the evolution of co-operation in emotional robotic agents},
     author = {Joe Collenette and Katie Atkinson and Daan Bloembergen and Karl Tuyls},
     booktitle = {AAMAS 2016 workshop on Adaptive and Learning Agents (ALA)},
     year = {2016},
     pdf = {http://www.flowermountains.nl/pub/Collenette2016ala.pdf}
    }

2015

  • [PDF] D. Bloembergen, “Multi-agent learning dynamics,” PhD Thesis, 2015.
    [Bibtex]
    @phdthesis{Bloembergen2015thesis,
      author = {Bloembergen, Daan},
      school = {Maastricht University},
      title = {Multi-agent learning dynamics},
      year = {2015},
      pdf = {https://db.tt/3CfXSKSi}
    }
  • [PDF] D. Bloembergen, K. Tuyls, D. Hennes, and M. Kaisers, “Evolutionary Dynamics of Multi-Agent Learning: A Survey,” Journal of Artificial Intelligence Research, vol. 53, pp. 659-697, 2015.
    [Bibtex]
    @article{Bloembergen2015jair,
      title={Evolutionary Dynamics of Multi-Agent Learning: A Survey},
      author={Bloembergen, Daan and Tuyls, Karl and Hennes, Daniel and Kaisers, Michael},
      journal={Journal of Artificial Intelligence Research},
      volume={53},
      pages={659--697},
      year={2015},
      pdf={http://jair.org/papers/paper4818.html},
    }
  • [PDF] D. Bloembergen, D. Hennes, S. Parsons, and K. Tuyls, “Survival of the chartist: An evolutionary agent-based analysis of stock market trading,” in Proc. of the 14th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS), 2015, pp. 1699-1700.
    [Bibtex]
    @inproceedings{Bloembergen2015aamas,
      author =   {Daan Bloembergen and Daniel Hennes and Simon Parsons and Karl Tuyls},
      title =   {Survival of the chartist: An evolutionary agent-based analysis of stock market trading},
      booktitle =   {Proc. of the 14th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS)},
      pages =   {1699--1700},
      year =   {2015},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2015aamas.pdf}
    }
  • [PDF] D. Bloembergen, D. Hennes, P. McBurney, and K. Tuyls, “Trading in markets with noisy information: An evolutionary analysis,” Connection Science, vol. 27, pp. 253-268, 2015.
    [Bibtex]
    @article{Bloembergen2015cs,
      author =   {Daan Bloembergen and Daniel Hennes and Peter McBurney and Karl Tuyls},
      title =   {Trading in markets with noisy information: An evolutionary analysis},
      journal =   {Connection Science},
      volume =   {27},
      issue =        {3},
      pages =        {253--268},
      year =   {2015},
      pdf =          {http://www.tandfonline.com/eprint/NEI4DtUyFgHDia8IpBay/full},
    }
  • [PDF] D. Bloembergen, I. Caliskanelli, and K. Tuyls, “Learning in Networked Interactions: A Replicator Dynamics Approach,” in Artificial Life and Intelligent Agents, C. J. Headleand, W. J. Teahan, and L. Ap Cenydd, Eds., Springer International Publishing, 2015, vol. 519, pp. 44-58.
    [Bibtex]
    @incollection{Bloembergen2014alia,
      year =         {2015},
      booktitle =    {Artificial Life and Intelligent Agents},
      volume =       {519},
      series =       {Communications in Computer and Information Science},
      editor =       {Headleand, Christopher J. and Teahan, William J. and Ap Cenydd, Llyr},
      title =        {Learning in Networked Interactions: A Replicator Dynamics Approach},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2014alia.pdf},
      publisher =    {Springer International Publishing},
      author =       {Bloembergen, Daan and Caliskanelli, Ipek and Tuyls, Karl},
      pages =        {44-58},
    }

2014

  • [PDF] B. Ranjbar-Sahraei, D. Bloembergen, H. B. Ammar, K. Tuyls, and G. Weiss, “Effects of Evolution on the Emergence of Scale Free Networks,” in Proc. of the 14th Int. Conf. on the Synthesis and Simulation of Living Systems (ALIFE), 2014, pp. 376-383.
    [Bibtex]
    @inproceedings{Ranjbar2014alife,
      author =   {Bijan {Ranjbar-Sahraei} and Daan Bloembergen and Haitham {Bou Ammar} and Karl Tuyls and Gerhard Weiss},
      title =   {Effects of Evolution on the Emergence of Scale Free Networks},
      booktitle =   {Proc. of the 14th Int. Conf. on the Synthesis and Simulation of Living Systems (ALIFE)},
      pages =   {376--383},
      year =   {2014},
      publisher =   {MIT Press},
      pdf =     {http://www.flowermountains.nl/pub/Ranjbar2014alife.pdf}
    }
  • [PDF] B. Ranjbar-Sahraei, H. B. Ammar, D. Bloembergen, K. Tuyls, and G. Weiss, “Theory of Cooperation in Complex Social Networks,” in Proc. of the 25th AAAI Conf. on Artificial Intelligence (AAAI), 2014, pp. 1471-1477.
    [Bibtex]
    @inproceedings{Ranjbar2014aaai,
      author =   {Bijan {Ranjbar-Sahraei} and Haitham {Bou Ammar} and Daan Bloembergen and Karl Tuyls and Gerhard Weiss},
      title =   {Theory of Cooperation in Complex Social Networks},
      booktitle =   {Proc. of the 25th AAAI Conf. on Artificial Intelligence (AAAI)},
      pages =   {1471--1477},
      year =   {2014},
      pdf =     {http://www.flowermountains.nl/pub/Ranjbar2014aaai.pdf}
    }
  • [PDF] B. Ranjbar-Sahraei, H. B. Ammar, D. Bloembergen, K. Tuyls, and G. Weiss, “Evolution of Cooperation in Arbitrary Complex Networks,” in Proc. of 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS), 2014, pp. 677-684.
    [Bibtex]
    @inproceedings{Ranjbar2014aamas,
      author =   {Bijan {Ranjbar-Sahraei} and Haitham {Bou Ammar} and Daan Bloembergen and Karl Tuyls and Gerhard Weiss},
      title =   {Evolution of Cooperation in Arbitrary Complex Networks},
      booktitle =   {Proc. of 13th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS)},
      pages =   {677--684},
      publisher =   {International Foundation for AAMAS},
      editor =   {Lomuscio and Scerri and Bazzan and Huhns},
      year =   {2014},
      pdf =     {http://www.flowermountains.nl/pub/Ranjbar2014aamas.pdf}
    }
  • [PDF] D. Bloembergen, B. Ranjbar-Sahraei, H. B. Ammar, K. Tuyls, and G. Weiss, “Influencing Social Networks: An Optimal Control Study,” in Proc. of the 21st Europ. Conf. on Artificial Intelligence (ECAI), 2014, pp. 105-110.
    [Bibtex]
    @inproceedings{Bloembergen2014ecai,
      author =   {Daan Bloembergen and Bijan {Ranjbar-Sahraei} and Haitham {Bou Ammar} and Karl Tuyls and Gerhard Weiss},
      title =   {Influencing Social Networks: An Optimal Control Study},
      booktitle =   {Proc. of the 21st Europ. Conf. on Artificial Intelligence (ECAI)},
      edito =   {Schaub and Friedrich and O{'}Sullivan},
      pages =   {105--110},
      year =   {2014},
      pdf =     {http://ebooks.iospress.nl/volumearticle/36924}
    }
  • D. Bloembergen, D. Hennes, P. McBurney, and K. Tuyls, “Trading in markets with noisy information: An evolutionary analysis,” in AAMAS 2014 Workshop on Adaptive and Learning Agents (ALA), 2014.
    [Bibtex]
    @inproceedings{Bloembergen2014ala,
      author =   {Daan Bloembergen and Daniel Hennes and Peter McBurney and Karl Tuyls},
      title =   {Trading in markets with noisy information: An evolutionary analysis},
      booktitle =   {AAMAS 2014 Workshop on Adaptive and Learning Agents (ALA)},
      year =   {2014},
    }

2013

  • [PDF] S. Alers, D. Bloembergen, D. Claes, J. Fossel, D. Hennes, and K. Tuyls, “Telepresence Robots as a Research Platform for AI,” in Proc. of the AAAI Spring Symp. on Designing Intelligent Robots: Reintegrating AI II, 2013, pp. 2-3.
    [Bibtex]
    @inproceedings{Alers2013aaai,
      author =   {Sjriek Alers and Daan Bloembergen and Daniel Claes and Joscha Fossel and Daniel Hennes and Karl Tuyls},
      title =   {Telepresence Robots as a Research Platform for {AI}},
      booktitle =   {Proc. of the AAAI Spring Symp. on Designing Intelligent Robots: Reintegrating AI II},
      pages =   {2--3},
      year =   {2013},
      month =   {mar},
      pdf =     {http://www.flowermountains.nl/pub/Alers2013aaai.pdf}
    }

2012

  • [PDF] M. Kaisers, D. Bloembergen, and K. Tuyls, “A Common Gradient in Multi-agent Reinforcement Learning,” in Proc. of 11th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS), 2012, pp. 1393-1394.
    [Bibtex]
    @inproceedings{Kaisers2012aamas,
      author =   {Kaisers, Michael and Bloembergen, Daan and Tuyls, Karl},
      booktitle =   {Proc. of 11th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS)},
      editor =   {Conitzer and Winikoff and Padgham and {Van der Hoek}},
      publisher =   {International Foundation for AAMAS},
      title =   {A Common Gradient in Multi-agent Reinforcement Learning},
      pages =   {1393--1394},
      year =   {2012},
      pdf =     {http://www.flowermountains.nl/pub/Kaisers2012aamas.pdf}
    }
  • [PDF] D. Hennes, D. Bloembergen, M. Kaisers, K. Tuyls, and S. Parsons, “Evolutionary advantage of foresight in markets,” in Proc. of the Genetic and Evolutionary Computation Conference (GECCO), 2012, pp. 943-950.
    [Bibtex]
    @inproceedings{Hennes2012gecco,
      author =   {Daniel Hennes and Daan Bloembergen and Michael Kaisers and Karl Tuyls and Simon Parsons},
      title =   {Evolutionary advantage of foresight in markets},
      booktitle =   {Proc. of the Genetic and Evolutionary Computation Conference (GECCO)},
      pages =   {943--950},
      year =   {2012},
      publisher =   {ACM},
      pdf =     {http://www.flowermountains.nl/pub/Hennes2012gecco.pdf}
    }
  • [PDF] S. Alers, D. Bloembergen, M. B├╝gler, D. Hennes, and K. Tuyls, “MITRO: an augmented mobile telepresence robot with assisted control (Demonstration),” in Proc. of 11th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS), 2012, pp. 1475-1476.
    [Bibtex]
    @inproceedings{Alers2012aamas,
      author =   {Sjriek Alers and Daan Bloembergen and Max B{\"{u}}gler and Daniel Hennes and Karl Tuyls},
      title =   {{MITRO}: an augmented mobile telepresence robot with assisted control (Demonstration)},
      booktitle =   {Proc. of 11th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS)},
      editor =   {Conitzer and Winikoff and Padgham and {Van der Hoek}},
      publisher =   {International Foundation for AAMAS},
      pages =   {1475--1476},
      year =   {2012},
      pdf =     {http://www.flowermountains.nl/pub/Alers2012aamas.pdf}
    }

2011

  • [PDF] D. Bloembergen, S. De Jong, and K. Tuyls, “Lenient Learning in a Multiplayer Stag Hunt,” in Proc. of 23rd Benelux Conf. on Artificial Intelligence (BNAIC), 2011, pp. 44-50.
    [Bibtex]
    @inproceedings{Bloembergen2011bnaic,
      author =   {Bloembergen, Daan and {De Jong}, Steven and Tuyls, Karl},
      booktitle =   {Proc. of 23rd Benelux Conf. on Artificial Intelligence (BNAIC)},
      pages =   {44--50},
      title =   {Lenient Learning in a Multiplayer Stag Hunt},
      year =   {2011},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2011bnaic.pdf}
    }
  • [PDF] D. Bloembergen, M. Kaisers, and K. Tuyls, “Empirical and Theoretical Support for Lenient Learning,” in Proc. of 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS), 2011, pp. 1105-1106.
    [Bibtex]
    @inproceedings{Bloembergen2011aamas,
      author =   {Bloembergen, Daan and Kaisers, Michael and Tuyls, Karl},
      booktitle =   {Proc. of 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS)},
      editor =   {Tumer and Yolum and Sonenberg and Stone},
      pages =   {1105--1106},
      publisher =   {International Foundation for AAMAS},
      title =   {Empirical and Theoretical Support for Lenient Learning},
      year =   {2011},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2011aamas.pdf}
    }
  • [PDF] S. Alers, D. Bloembergen, D. Hennes, and K. Tuyls, “Augmented mobile telepresence with assisted control (Demonstration),” in Proc. of 23rd Benelux Conf. on Artificial Intelligence (BNAIC), 2011, pp. 451-452.
    [Bibtex]
    @inproceedings{Alers2011bnaic,
      author =   {Alers, Sjriek and Bloembergen, Daan and Hennes, Daniel and Tuyls, Karl},
      booktitle =   {Proc. of 23rd Benelux Conf. on Artificial Intelligence (BNAIC)},
      pages =   {451--452},
      title =   {Augmented mobile telepresence with assisted control (Demonstration)},
      year =   {2011},
      pdf =     {http://www.flowermountains.nl/pub/Alers2011bnaic.pdf}
    }
  • [PDF] S. Alers, D. Bloembergen, D. Hennes, S. De Jong, M. Kaisers, N. Lemmens, K. Tuyls, and G. Weiss, “Bee-inspired foraging in an embodied swarm (Demonstration),” in Proc. of 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS), 2011, pp. 1311-1312.
    [Bibtex]
    @inproceedings{Alers2011aamas,
      author =   {Alers, Sjriek and Bloembergen, Daan and Hennes, Daniel and {De Jong}, Steven and Kaisers, Michael and Lemmens, Nyree and Tuyls, Karl and Weiss, Gerhard},
      booktitle =   {Proc. of 10th Int. Conf. on Autonomous Agents and Multiagent Systems (AAMAS)},
      editor =   {Tumer and Yolum and Sonenberg and Stone},
      pages =   {1311--1312},
      publisher =   {International Foundation for AAMAS},
      title =   {Bee-inspired foraging in an embodied swarm (Demonstration)},
      year =   {2011},
      pdf =     {http://www.flowermountains.nl/pub/Alers2011aamas.pdf}
    }

2010

  • [PDF] D. Bloembergen, M. Kaisers, and K. Tuyls, “A comparative study of multi-agent reinforcement learning dynamics,” in Proc. of 22nd Benelux Conf. on Artificial Intelligence (BNAIC), 2010, pp. 11-18.
    [Bibtex]
    @inproceedings{Bloembergen2010marl,
      author =   {Bloembergen, Daan and Kaisers, Michael and Tuyls, Karl},
      booktitle =   {Proc. of 22nd Benelux Conf. on Artificial Intelligence (BNAIC)},
      pages =   {11--18},
      title =   {A comparative study of multi-agent reinforcement learning dynamics},
      year =   {2010},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2010marl.pdf}
    }
  • [PDF] D. Bloembergen, M. Kaisers, and K. Tuyls, “Lenient frequency adjusted Q-learning,” in Proc. of 22nd Benelux Conf. on Artificial Intelligence (BNAIC), 2010, pp. 19-26.
    [Bibtex]
    @inproceedings{Bloembergen2010lfaq,
      author =   {Bloembergen, Daan and Kaisers, Michael and Tuyls, Karl},
      booktitle =   {Proc. of 22nd Benelux Conf. on Artificial Intelligence (BNAIC)},
      pages =   {19--26},
      title =   {Lenient frequency adjusted {Q}-learning},
      year =   {2010},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2010lfaq.pdf}
    }
  • [PDF] D. Bloembergen, “Analyzing reinforcement learning algorithms using evolutionary game theory,” Master Thesis, The Netherlands, 2010.
    [Bibtex]
    @mastersthesis{Bloembergen2010thesis,
      author =   {Daan Bloembergen},
      title =   {Analyzing reinforcement learning algorithms using evolutionary game theory},
      school =   {Maastricht University},
      address =   {The Netherlands},
      year =   {2010},
      pdf =     {http://www.flowermountains.nl/pub/Bloembergen2010thesis.pdf}
    }