Publications

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Sorted by Date


2019

  • Frits de Nijs, Mathijs M. de Weerdt, and Matthijs T. J. Spaan. Multi-agent Planning Under Uncertainty for Capacity Management. In Peter Palensky, Milo\vs Cvetkovi\'c, and Tamás Keviczky, editors, Intelligent Integrated Energy Systems: The PowerWeb Program at TU Delft, pp. 197–213, Springer International Publishing, 2019.
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  • Thiago D. Simão and Matthijs T. J. Spaan. Safe Policy Improvement with Baseline Bootstrapping in Factored Environments. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence, 2019.
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  • Erwin Walraven and Matthijs T. J. Spaan. Point-Based Value Iteration for Finite-Horizon POMDPs. Journal of Artificial Intelligence Research, 2019. To appear
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  • C. J. A. Ter Berg, G. Leontaris, M. van den Boomen, M. T. J. Spaan, and A. R. M. Wolfert. Expert judgement based maintenance decision support method for structures with a long service-life. Structure & Infrastructure Engineering, 15(4):492–503, Taylor & Francis, 2019.
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2018

  • Nils H. van der Blij, Laura M. Ramirez-Elizondo, Matthijs T. J. Spaan, and Pavol Bauer. A State-Space Approach to Modelling DC Distribution Systems. IEEE Transactions on Power Systems, 33:943–950, 2018.
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  • Nils H. van der Blij, Laura M. Ramirez-Elizondo, Matthijs T. J. Spaan, and Pavol Bauer. Symmetrical Component Decomposition of DC Distribution Systems. IEEE Transactions on Power Systems, 33:2733–2741, 2018.
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  • M. van den Boomen, M. T. J. Spaan, R. Schoenmaker, and A.R.M. Wolfert. Untangling decision tree and real options analyses: a public infrastructure case study dealing with political decisions, structural integrity and price uncertainty. Construction Management and Economics, Routledge, 2018.
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  • Yi-Chun Chen, Mykel J. Kochenderfer, and Matthijs T. J. Spaan. Improving Offline Value-Function Approximations for POMDPs by Reducing Discount Factors. In Proc. of International Conference on Intelligent Robots and Systems, 2018.
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  • Johan Los, Matthijs T. J. Spaan, and Rudy R. Negenborn. Fleet Management for Pickup and Delivery Problems with Multiple Locations and Preferences. In International Conference on Dynamics in Logistics, pp. 86–94, 2018.
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  • Frits de Nijs, Georgios Theocharous, Nikos Vlassis, Mathijs M. de Weerdt, and Matthijs T. J. Spaan. Capacity-aware Sequential Recommendations. In Proc. of Int. Conference on Autonomous Agents and Multi Agent Systems, pp. 416–424, 2018.
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  • Frits de Nijs, Matthijs T. J. Spaan, and Mathijs M. de Weerdt. Preallocation and Planning under Stochastic Resource Constraints. In Proceedings of the 32nd AAAI Conference on Artificial Intelligence, pp. 4662–4669, 2018.
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  • Diederik M. Roijers, Erwin Walraven, and Matthijs T. J. Spaan. Bootstrapping LPs in Value Iteration for Multi-Objective and Partially Observable MDPs. In Proc. of Int. Conf. on Automated Planning and Scheduling, pp. 218–226, 2018.
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  • Yash Satsangi, Shimon Whiteson, Frans A. Oliehoek, and Matthijs T. J. Spaan. Exploiting Submodular Value Functions for Scaling Up Active Perception. Autonomous Robots, 42:209–233, 2018.
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  • Thiago D. Simão and Matthijs T. J. Spaan. An Empirical Evaluation of Safe Policy Improvement in Factored Environments. In ICML/IJCAI/AAMAS 2018 Workshop on Planning and Learning, 2018.
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  • Erwin Walraven and Matthijs T. J. Spaan. Column Generation Algorithms for Constrained POMDPs. Journal of Artificial Intelligence Research, 62:489–533, 2018.
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  • Mathijs de Weerdt, Sven Koenig, Gabriele Röger, and Matthijs Spaan, editors. Proceedings of the Twenty-Eighth International Conference on Automated Planning and Scheduling, AAAI Press, 2018.
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  • Nils H. van der Blij, Laura M. Ramirez-Elizondo, Matthijs T.J . Spaan, and Pavol Bauer. Stability and Decentralized Control of Plug-and-Play DC Distribution Grids. IEEE Access, 6:63726–63736, 2018.
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