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.
- 1 Similar Profiles
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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Bad Habits: Policy Confounding and Out-of-Trajectory Generalization in RL
Suau, M., Spaan, M. T. J. & Oliehoek, F. A., 2023, (Accepted/In press) European Reinforcement Learning Workshop.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile11 Downloads (Pure) -
CEM: Constrained Entropy Maximization for Task-Agnostic Safe Exploration
Yang, Q. & Spaan, M. T. J., 2023, The Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23). 9 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile22 Downloads (Pure) -
Reinforcement Learning by Guided Safe Exploration
Yang, Q., Simão, T. D., Jansen, N., Tindemans, S. H. & Spaan, M. T. J., 2023, ECAI 2023 - 26th European Conference on Artificial Intelligence, including 12th Conference on Prestigious Applications of Intelligent Systems, PAIS 2023 - Proceedings. Gal, K., Gal, K., Nowe, A., Nalepa, G. J., Fairstein, R. & Radulescu, R. (eds.). p. 2858 - 2865 8 p. (Frontiers in Artificial Intelligence and Applications; vol. 372).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile27 Downloads (Pure) -
Scalable Safe Policy Improvement via Monte Carlo Tree Search
Castellini, A., Bianchi, F., Zorzi, E., Simão, T. D., Farinelli, A. & Spaan, M. T. J., 2023, In: Proceedings of Machine Learning Research. 202, p. 3732-3756 25 p.Research output: Contribution to journal › Conference article › Scientific › peer-review
Open AccessFile11 Downloads (Pure) -
Abstraction-Refinement for Hierarchical Probabilistic Models
Junges, S. & Spaan, M. T. J., 2022, Computer Aided Verification - 34th International Conference, CAV 2022, Proceedings. Shoham, S. & Vizel, Y. (eds.). Part 1 ed. Cham: Springer, p. 102-123 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13371 LNCS).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile3 Citations (Scopus)23 Downloads (Pure)
Datasets
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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., Spaan, M. T. J., Lane, N. R., Morales Espana, G. A. & van der Linden, J. G. M.
1/02/17 → 15/09/19
Project: Research
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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 Espana, G. A. & Ramirez Elizondo, L. M.
1/10/14 → 31/10/18
Project: Research