2019

Frits de Nijs (2019). Resource-constrained Multi-agent Markov Decision Processes. PhD Thesis, Delft University of Technology.

Frits de Nijs, Mathijs de Weerdt, Matthijs Spaan (2019). Multi-agent Planning Under Uncertainty for Capacity Management. In Peter Palensky and Miloš Cvetković and Tamás Keviczky (Eds.) Intelligent Integrated Energy Systems, 197-213, Springer.

2018

Frits de Nijs, Georgios Theocharous, Nikos Vlassis, Mathijs de Weerdt, Matthijs Spaan (2018). Capacity-aware Sequential Recommendations. In Proceedings of the 17th International Conference on Autonomous Agents and Multiagent Systems, 416-424, International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS).

Frits de Nijs, Matthijs Spaan, Mathijs de Weerdt (2018). Preallocation and Planning under Stochastic Resource Constraints. In Proceedings of the 32th AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence (AAAI).

2017

Frits de Nijs, Erwin Walraven, Mathijs de Weerdt, Matthijs Spaan (2017). Bounding the probability of resource constraint violations in multi-agent MDPs. In Proceedings of the 31st Conference on Artificial Intelligence, AAAI 2017, 3562-3568, American Association for Artificial Intelligence (AAAI).

2016

Frits de Nijs, Matthijs Spaan, Mathijs de Weerdt (2016). Decoupling a Resource Constraint through Fictitious Play in Multi-agent Sequential Decision Making. In Proceedings - 22nd European Conference on Artificial Intelligence, ECAI 2016, 1724-1725, IOS Press.

2015

Frits de Nijs, Matthijs Spaan, Mathijs de Weerdt (2015). Dynamic capacity control and balancing in the medium voltage grid (doctoral consortium). In 14th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2015.

Frits de Nijs, Matthijs Spaan, Mathijs de Weerdt (2015). Best-response planning of thermostatically controlled loads under power constraints. In Proceedings of the National Conference on Artificial Intelligence, 615-621, American Association for Artificial Intelligence (AAAI).