Researcher

Weiss, G.B.

Full professor - Key domain chair, Professor

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  1. Article › Academic › Peer-reviewed
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    Gonzales-Morcillo, C., Weiss, G., Vallejo, D., Jimenez-Linares, L., & Castro-Schez, J. J. (2010). A Multi-Agent Architecture for 3D Rendering Optimization. Journal of Applied Artificial Intelligence, 24(4), 313-349. https://doi.org/10.1080/08839511003715212
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  18. Chapter › Academic
  19. Published
    Weiss, G., & Chen, S. (2018). Automated negotiation: An efficient approach to interaction among agents. In Interactions in Multiagent Systems (pp. 149-177). World Scientific Publishing Company.
  20. 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.
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    Spanakis, G., & Weiss, G. (2017). Enhancing Visual Clustering Using Adaptive Moving Self-Organizing Maps (AMSOM). In Agents and Artificial Intelligence (pp. 189-211). (Lecture Notes in Computer Science; Vol. 10162). https://doi.org/10.1007/978-3-319-53354-4_11
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    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.
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    Chen, S., Hao, J., Zhou, S., & Weiss, G. (2017). Negotiating with unknown opponents: Toward multi-lateral agreement in real-time domains. In K. Fuijta (Ed.), Modern Approaches to Agent-based Complex Automated Negotiation (pp. 219-229). (Studies in Computational Intelligence; Vol. 674). Springer Verlag.
  24. Published
    Chen, S., Weiss, G., & Zhou, S. (2016). Solving negotiation problems against unknown opponents with wisdom of crowds. In Advances in Artificial Intelligence (pp. 126-133). (Lecture Notes in Computer Science; Vol. 9904). Springer Verlag.
  25. 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).
  26. Published
    Chen, S., Zhou, S., Weiss, G., & Tuyls, K. (2016). Using transfer learning to model unknown opponents in automated negotiations. In N. Fukuta, T. Ito, M. Zhang, K. Fujita, & V. Robu (Eds.), Recent advances in agent-based complex automated negotiation (pp. 175-192). (Studies in Computational Intelligence). Springer.
  27. Conference article in proceeding › Academic › Not peer-reviewed
  28. 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
  29. Conference article in proceeding › Academic › Peer-reviewed
  30. 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.
  31. 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.
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    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).
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    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)
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    Spanakis, G., Weiss, G., & Roefs, A. (2016). Bagged Boosted Trees for Classification of Ecological Momentary Assessment Data. In ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands - Including Prestigious Applications of Artificial Intelligence (PAIS 2016) (pp. 1612-1613) https://doi.org/10.3233/978-1-61499-672-9-1612
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    Spanakis, G., Weiss, G., & Roefs, A. (2016). Enhancing Classification of Ecological Momentary Assessment Data Using Bagging and Boosting. In IEEE 28th International Conference on Tools with Artificial Intelligence (ICTAI 2016) (pp. 388-395). IEEE. https://doi.org/10.1109/ICTAI.2016.0066
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    Wittlinger, C., Spanakis, G., & Weiss, G. (2015). Flexible Deep Neural Network structure with application to Natural Language Processing. In BNAIC 2015 THE 27TH BENELUX CONFERENCE ON ARTIFICIAL INTELLIGENCE (Vol. 1)
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    Vrancken, T., Tenbrock, D., Reick, S., Bozhinovski, D., Weiss, G., & Spanakis, G. (2017). Multi-Agent Parking Place Simulation. In Y. Demazeau, P. Davidsson, J. Bajo, & Z. Vale (Eds.), Advances in Practical Applications of Cyber-Physical Multi-Agent Systems: The PAAMS Collection: 15th International Conference, PAAMS 2017, Porto, Portugal, June 21-23, 2017, Proceedings (pp. 272-283). Springer. https://doi.org/10.1007/978-3-319-59930-4_22
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    Spanakis, G., Weiss, G., Boh, B., & Roefs, A. (2015). Network Analysis of Ecological Momentary Assessment Data for Monitoring and Understanding Eating Behavior. In X. Zheng, D. D. Zeng, H. Chen, & J. S. Leischow (Eds.), Smart Health: International Conference, ICSH 2015, Phoenix, AZ, USA, November 17-18, 2015. Revised Selected Papers (pp. 43-54). Cham: Springer. https://doi.org/10.1007/978-3-319-29175-8_5
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    Chen, S., Cui, Y., Shang, C., Hao, J., & Weiss, G. (2019). ONECG: Online Negotiation Environment for Coalitional Games. In Proceedings of the 18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2019) (pp. 2348-2350)
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    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.
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    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).
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    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.
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    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.
  46. Published
    Ghaleb, E., Popa, M., Hortal, E., Asteriadis, S., & Weiss, G. (2018). Towards Affect Recognition through Interactions with Learning Materials. In 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA)
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    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.
  48. Paper › Academic
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    Sorger, B., Tumanov, K., Benitez Andonegui, A., Lührs, M., Boeijkens, H., Weiss, G., ... Möckel, R. (2017). An fNIRS-based brain-machine interface for remote robot control. Paper presented at Real-Time Functional Imaging and Neurofeedback Conference, Nara, Japan.
  51. Book › Academic
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  54. Working paper › Professional
  55. Published
    Alers, S., Bloembergen, D., Claes, D., Fossel, J., Hennes, D., Tuyls, K., & Weiss, G. (2013). Swarmlab@work team description paper.