M.T.J. Spaan

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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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67 Conference contribution
23 Article
5 Preprint
4 Paper
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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 Access
File
2 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 Access
File
6 Downloads (Pure)
VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change
Lutz, S., Lukina, A. & Spaan, M. T. J., 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). p. 457-465 9 p. (IJCAI International Joint Conference on Artificial Intelligence).
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access
File
4 Downloads (Pure)
Bayesian Ensembles for Exploration in Deep Q-Learning
van der Vaart, P. R., Yorke-Smith, N. & Spaan, M. T. J., 2024, Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. Alechina, N. & Dignum, V. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 2528-2530
Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review

Open Access
File
60 Downloads (Pure)
Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks
de Vries, J. A., He, J., de Weerdt, M. & Spaan, M. TJ., 2024, (In preparation).
Research output: Working paper/Preprint › Preprint

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom
Zanger, M. A. (Creator), van der Vaart, P. R. (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
Code accompanying the paper "Universal Value-Function Uncertainties"
Zanger, M. A. (Creator), van der Vaart, P. R. (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
Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"
Zanger, M. A. (Creator), Böhmer, J. W. (Creator) & Spaan, M. T. J. (Creator), TU Delft - 4TU.ResearchData, 15 Aug 2025
DOI: 10.4121/6B996F9C-27A9-4332-A0B6-D186AC6C4467
Dataset/Software: Software
Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"
Zanger, M. A. (Creator), van der Vaart, P. R. (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
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

FFC: Future Proof Flexible Charging: Dealing with uncertain prices and network constraints
de Weerdt, M. M., Spaan, M. T. J., Lane, N. R., Morales España, G. A. & van der Linden, J. G. M.
1/02/17 → 15/09/19
Project: Research
GCP: Gaming beyond the Copper Plate
de Weerdt, M. M., Spaan, M. T. J., de Vries, L. J., Witteveen, C., van der Sluis, L., Walraven, E. M. P., Philipsen, R. M., Morales España, G. A. & Ramirez Elizondo, L. M.
1/10/14 → 31/10/18
Project: Research

M.T.J. Spaan

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Epistemic Bellman Operators

Epistemic Monte Carlo Tree Search

VeRecycle: Reclaiming Guarantees from Probabilistic Certificates for Stochastic Dynamical Systems after Change

Bayesian Ensembles for Exploration in Deep Q-Learning

Bayesian Meta-Reinforcement Learning with Laplace Variational Recurrent Networks

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model" - VizDoom

Code accompanying the paper "Universal Value-Function Uncertainties"

Code accompanying the paper "Diverse projection ensembles for distributional reinforcement learning"

Code accompanying the paper "Contextual Similarity Distillation: Ensemble Uncertainties with a Single Model"

Instance data set for: The Value of Information Sharing for Platform-Based Collaborative Vehicle Routing

FFC: Future Proof Flexible Charging: Dealing with uncertain prices and network constraints

GCP: Gaming beyond the Copper Plate

M.T.J. Spaan

Fingerprint

Collaborations and top research areas from the last five years

Research output

Datasets

Projects