Point-Based Value Iteration for Finite-Horizon POMDPs
Erwin Walraven and Matthijs T. J. Spaan Journal of Artificial Intelligence Research, vol. 65, pp. 307–341, 2019.
|
Planning under Uncertainty in Constrained and Partially Observable Environments
PhD dissertation, Delft University of Technology, 2019.
|
Column Generation Algorithms for Constrained POMDPs
Erwin Walraven and Matthijs T. J. Spaan Journal of Artificial Intelligence Research, vol. 62, pp. 489–533, 2018.
|
Bootstrapping LPs in Value Iteration for Multi-Objective and Partially Observable MDPs
Diederik M. Roijers, Erwin Walraven and Matthijs T. J. Spaan Proceedings of the 28th Int. Conference on Automated Planning and Scheduling, pp. 218–226, 2018.
|
Accelerated Vector Pruning for Optimal POMDP Solvers
Erwin Walraven and Matthijs T. J. Spaan Proceedings of the 31st AAAI Conference on Artificial Intelligence, pp. 3672–3678, 2017.
|
Bounding the Probability of Resource Constraint Violations in Multi-Agent MDPs
Frits de Nijs, Erwin Walraven, Mathijs M. de Weerdt and Matthijs T. J. Spaan Proceedings of the 31st AAAI Conference on Artificial Intelligence, pp. 3562–3568, 2017.
|
Planning Under Uncertainty for Aggregated Electric Vehicle Charging with Renewable Energy Supply
Erwin Walraven and Matthijs T. J. Spaan Proceedings of the 22nd European Conference on Artificial Intelligence, pp. 904–912, 2016.
|
Traffic flow optimization: A reinforcement learning approach
Erwin Walraven, Matthijs T. J. Spaan and Bram Bakker Engineering Applications of Artificial Intelligence, vol. 52, pp. 203–212, 2016.
|
Planning under Uncertainty for Aggregated Electric Vehicle Charging using Markov Decision Processes
Erwin Walraven and Matthijs T. J. Spaan International Workshop on Artificial Intelligence for Smart Grids and Smart Buildings, 2016.
|
Planning under Uncertainty with Weighted State Scenarios
Erwin Walraven and Matthijs T. J. Spaan Proceedings of the 31st Conference on Uncertainty in Artificial Intelligence, pp. 912–921, 2015.
|
A Scenario State Representation for Scheduling Deferrable Loads under Wind Uncertainty
Erwin Walraven and Matthijs T. J. Spaan The 10th Annual Workshop on Multiagent Sequential Decision Making Under Uncertainty, 2015.
|
Traffic Flow Optimization using Reinforcement Learning (abstract)
Proceedings of the 26th Benelux Conference on Artificial Intelligence, pp. 211–212, 2014.
|
Traffic Flow Optimization using Reinforcement Learning
Master's thesis, Delft University of Technology, 2014.
|
Enhancing SAT Based Planning with Landmark Knowledge
Jan Elffers, Dyan Konijnenberg, Erwin Walraven and Matthijs T. J. Spaan Proceedings of the 25th Benelux Conference on Artificial Intelligence, pp. 64–71, 2013.
|