Research output per year
Research output per year
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Dive into the research topics where M.T.J. Spaan is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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RecBayes: Scalable ad hoc teamwork without privileged information
Ribeiro, J. G., Oren, Y., Sardinha, A., Spaan, M. & Melo, F. S., 2026, HHAI 2026 - Proceedings of the 5th International Conference on Hybrid Human-Artificial Intelligence, HHAI 2026. Alimardani, M., Lenaerts, T., Meyer-Vitali, A., Nowe, A., Vennekens, J. & Wang, S. (eds.). IOS Press, p. 92-106 15 p. (Frontiers in Artificial Intelligence and Applications; vol. 423).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile -
Epistemic Bellman Operators
van der Vaart, P. R., Spaan, M. T. J. & Yorke-Smith, N., 2025, In: Proceedings of the AAAI Conference on Artificial Intelligence. 39, 20, p. 20973-20981 9 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile2 Link opens in a new tab Citations (Scopus)6 Downloads (Pure) -
Epistemic Monte Carlo Tree Search
Oren, Y., Vadocz, V., Spaan, M. T. J. & Böhmer, W., 2025, 13th International Conference on Learning Representations, ICLR 2025. Yue, Y., Garg, A., Peng , N., Sha, F. & Yu, R. (eds.). International Conference on Learning Representations, ICLR, p. 80797-80823 27 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile3 Link opens in a new tab Citations (Scopus)7 Downloads (Pure) -
Pessimistic Iterative Planning with RNNs for Robust POMDPs
Galesloot, M. F. L., Suilen, M., Simão, T. D., Carr, S., Spaan, M. T. J., Topcu, U. & Jansen, N., 2025, ECAI 2025 - 28th European Conference on Artificial Intelligence, including 14th Conference on Prestigious Applications of Intelligent Systems, PAIS 2025 - Proceedings. Lynce, I., Murano, N., Vallati, M., Villata, S., Chesani, F., Milano, M., Omicini, A. & Dastani, M. (eds.). IOS Press, p. 4823-4831 9 p. (Frontiers in Artificial Intelligence and Applications; vol. 413).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile1 Link opens in a new tab Citation (Scopus) -
Scaling Safe Policy Improvement: Monte Carlo Tree Search and Policy Iteration Strategies
Bianchi, F., Castellini, A., Zorzi, E., Simão, T. D., Spaan, M. T. J. & Farinelli, A., 2025, In: Journal of Artificial Intelligence Research. 84, 55 p., 22.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile
Datasets
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Code underlying the publication: Trust-Region Twisted Policy Improvement
de Vries, J. (Creator), He, J. (Creator), Oren, Y. (Creator) & Spaan, M. T. J. (Creator), TU Delft - 4TU.ResearchData, 9 Mar 2026
DOI: 10.4121/247B72F8-F388-474D-B76F-468ECB1DDA4C
Dataset/Software: Dataset
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Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom
Zanger, M. A. (Creator), van der Vaart, P. (Creator), Böhmer, J. W. (Creator) & Spaan, M. T. J. (Creator), TU Delft - 4TU.ResearchData, 18 Aug 2025
DOI: 10.4121/ED75FCA7-A33E-4CCC-B219-0DD7E749D021
Dataset/Software: Software
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Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"
Zanger, M. A. (Creator), van der Vaart, P. (Creator), Böhmer, J. W. (Creator) & Spaan, M. T. J. (Creator), TU Delft - 4TU.ResearchData, 18 Aug 2025
DOI: 10.4121/176F8FBE-8791-4F9D-9AB9-28A33C2685F1, https://doi.org/10.48550/arXiv.2503.11339
Dataset/Software: Software
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Code accompanying the paper "Universal Value-Function Uncertainties"
Zanger, M. A. (Creator), van der Vaart, P. (Creator), Weltevrede, M. R. (Creator), Horsch, C. (Creator), Böhmer, J. W. (Creator) & Spaan, M. T. J. (Creator), TU Delft - 4TU.ResearchData, 18 Aug 2025
DOI: 10.4121/2393F9AD-939D-4338-A44F-7D8F9251F244
Dataset/Software: Software
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Instance data set for: The Value of Information Sharing for Platform-Based Collaborative Vehicle Routing
Los, J. (Creator), Schulte, F. (Creator), Spaan, M. T. J. (Creator) & Negenborn, R. R. (Creator), TU Delft - 4TU.ResearchData, 20 Sept 2021
DOI: 10.4121/12763868
Dataset/Software: Dataset
Projects
- 2 Finished
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FFC: Future Proof Flexible Charging: Dealing with uncertain prices and network constraints
de Weerdt, M. M. (Principal Investigator (PI)), Spaan, M. T. J. (Participant), Lane, N. R. (Participant), Morales España, G. A. (Participant) & van der Linden, J. G. M. (Participant)
1/02/17 → 15/09/19
Project: Research
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GCP: Gaming beyond the Copper Plate
de Weerdt, M. M. (Principal Investigator (PI)), Spaan, M. T. J. (Participant), de Vries, L. J. (Participant), Witteveen, C. (Participant), van der Sluis, L. (Participant), Walraven, E. M. P. (Participant), Philipsen, R. M. (Participant), Morales España, G. A. (Participant) & Ramirez Elizondo, L. M. (Participant)
1/10/14 → 31/10/18
Project: Research