Matthijs Spaan

Associate Professor at the Algorithmics Group of the Faculty of Engineering, Mathematics and Computer Science (EEMCS/EWI), Delft University of Technology.

Please see my homepage for more details.

Publications

  1. Frans A. Oliehoek, Matthijs T. J. Spaan, Bas Terwijn, Philipp Robbel, João V. Messias, The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems, In Journal of Machine Learning Research Volume 18 p.1-5.
  2. Frits de Nijs, Mathijs M. de Weerdt, Matthijs T. J. Spaan, (2019), Multi-agent Planning Under Uncertainty for Capacity Management, In Intelligent Integrated Energy Systems p.197-213, Springer.
  3. Frits de Nijs, Matthijs T. J. Spaan, M.M. de Weerdt, Decoupling a Resource Constraint through Fictitious Play in Multi-agent Sequential Decision Making, In Proceedings - 22nd European Conference on Artificial Intelligence, ECAI 2016 Volume 285 p.1724-1725, IOS Press.
  4. Jennifer Renoux, Tiago S. Veiga, Pedro U. Lima, Matthijs T.J. Spaan, (2020), A Unified Decision-Theoretic Model for Information Gathering and Communication Planning, In 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) p.67-74, IEEE.
  5. Nils H. van der Blij, Dario Chaifouroosh , Claudio A. Canizares , Thiago B. Soeiro, Laura M. Ramirez Elizondo, Matthijs T.J. Spaan, Pavol Bauer, (2020), Improved Power Flow Methods for DC Grids, In 2020 IEEE 29th International Symposium on Industrial Electronics (ISIE) p.1135-1140, IEEE.
  6. P.R. van der Vaart, N. Yorke-Smith, M.T.J. Spaan, Bayesian Ensembles for Exploration in Deep Q-Learning, In Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems p.2528-2530, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
  7. Nils H. van der Blij, Laura M. Ramirez-Elizondo, Matthijs T.J. Spaan, Pavol Bauer, (2020), Grid sense multiple access: A decentralized control algorithm for DC grids, In International Journal of Electrical Power and Energy Systems Volume 119.
  8. Johan Los, Matthijs T.J. Spaan, Rudy R. Negenborn, (2018), Fleet management for pickup and delivery problems with multiple locations and preferences, In Dynamics in Logistics p.86-94, Springer.
  9. Q. Yang, T. D. Simão, Simon H. Tindemans, M.T.J. Spaan, Refined Risk Management in Safe Reinforcement Learning with a Distributional Safety Critic, In Safe RL Workshop at IJCAI 2022.
  10. Frits De Nijs, Matthijs T J Spaan, Mathys M. De Weerdt, Best-response planning of thermostatically controlled loads under power constraints, In Proceedings of the National Conference on Artificial Intelligence Volume 1 p.615-621, American Association for Artificial Intelligence (AAAI).
  1. Frans A. Oliehoek, Matthijs T. J. Spaan, Bas Terwijn, Philipp Robbel, João V. Messias, The MADP Toolbox: An Open Source Library for Planning and Learning in (Multi-)Agent Systems, In Journal of Machine Learning Research Volume 18 p.1-5.
  2. Frits de Nijs, Mathijs M. de Weerdt, Matthijs T. J. Spaan, (2019), Multi-agent Planning Under Uncertainty for Capacity Management, In Intelligent Integrated Energy Systems p.197-213, Springer.
  3. Frits de Nijs, Matthijs T. J. Spaan, M.M. de Weerdt, Decoupling a Resource Constraint through Fictitious Play in Multi-agent Sequential Decision Making, In Proceedings - 22nd European Conference on Artificial Intelligence, ECAI 2016 Volume 285 p.1724-1725, IOS Press.
  4. Jennifer Renoux, Tiago S. Veiga, Pedro U. Lima, Matthijs T.J. Spaan, (2020), A Unified Decision-Theoretic Model for Information Gathering and Communication Planning, In 2020 29th IEEE International Conference on Robot and Human Interactive Communication (RO-MAN) p.67-74, IEEE.
  5. Nils H. van der Blij, Dario Chaifouroosh , Claudio A. Canizares , Thiago B. Soeiro, Laura M. Ramirez Elizondo, Matthijs T.J. Spaan, Pavol Bauer, (2020), Improved Power Flow Methods for DC Grids, In 2020 IEEE 29th International Symposium on Industrial Electronics (ISIE) p.1135-1140, IEEE.
  6. P.R. van der Vaart, N. Yorke-Smith, M.T.J. Spaan, Bayesian Ensembles for Exploration in Deep Q-Learning, In Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems p.2528-2530, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).
  7. Nils H. van der Blij, Laura M. Ramirez-Elizondo, Matthijs T.J. Spaan, Pavol Bauer, (2020), Grid sense multiple access: A decentralized control algorithm for DC grids, In International Journal of Electrical Power and Energy Systems Volume 119.
  8. Johan Los, Matthijs T.J. Spaan, Rudy R. Negenborn, (2018), Fleet management for pickup and delivery problems with multiple locations and preferences, In Dynamics in Logistics p.86-94, Springer.
  9. Q. Yang, T. D. Simão, Simon H. Tindemans, M.T.J. Spaan, Refined Risk Management in Safe Reinforcement Learning with a Distributional Safety Critic, In Safe RL Workshop at IJCAI 2022.
  10. Frits De Nijs, Matthijs T J Spaan, Mathys M. De Weerdt, Best-response planning of thermostatically controlled loads under power constraints, In Proceedings of the National Conference on Artificial Intelligence Volume 1 p.615-621, American Association for Artificial Intelligence (AAAI).
Matthijs Spaan

Dr. M.T.J. Spaan

Visiting Address
Building 28
Room:340 East 4th floor
Van Mourik Broekmanweg 6
2628 XE Delft
The Netherlands

Mailing Address
EEMCS, Algorithmics
P.O. Box 5031, 2600 GA Delft
The Netherlands