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Dive into the research topics where Thiago D. Simão is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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 AccessFile -
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 AccessFile4 Link opens in a new tab Citations (Scopus)67 Downloads (Pure) -
Safe Online and Offline Reinforcement Learning
Simão, T. D., 2023, 128 p.Research output: Thesis › Dissertation (TU Delft)
Open AccessFile571 Downloads (Pure) -
A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics using Constrained Reinforcement Learning
Kamran, D., Simão, T. D., Yang, Q., Ponnambalam, C. T., Fischer, J., Spaan, M. T. J. & Lauer, M., 2022, Proceedings of the IEEE International Conference on Intelligent Transportation Systems. IEEE, p. 4017-4023 7 p. (IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC; vol. 2022-October).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile18 Link opens in a new tab Citations (Scopus)63 Downloads (Pure) -
Back to the Future: Solving Hidden Parameter MDPs with Hindsight
Ponnambalam, C., Kamran, D., Simão, T. D., Oliehoek, F. A. & Spaan, M. T. J., 2022. 9 p.Research output: Contribution to conference › Paper › peer-review
Open AccessFile204 Downloads (Pure)
Activities
- 1 Talk or presentation at a conference
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Safe Policy Improvement with an Estimated Baseline Policy
Dias Simao, T. (Speaker)
2020Activity: Talk or presentation › Talk or presentation at a conference