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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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Making Reinforcement Learning Safer via Curriculum Learning
Toonen, K. & Simão, T. D., 2025, Proceedings of the 17th International Conference on Agents and Artificial Intelligence. SciTePress Digital Library, Vol. 3. p. 1465-1472 8 p. (ICAART).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
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Scaling Safe Policy Improvement: Monte Carlo Tree Search and Policy Iteration Strategies
Bianchi, F. (Corresponding author), 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 › Academic › peer-review
Open AccessFile -
A Supervised Learning Approach to Robust Reinforcement Learning for Job Shop Scheduling
Schmidl, C., Simão, T. D. & Jansen, N., 26 Feb 2024, Proceedings of the 16th International Conference on Agents and Artificial Intelligence: Volume 3: ICAART. Rocha, A. P., Steels, L. & van den Herk, J. (eds.). SciTePress Digital Library, p. 1324-1335 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Factored Online Planning in Many-Agent POMDPs
Galesloot, M. F. L., Simão, T. D., Junges, S. & Jansen, N., 24 Mar 2024, Proceedings of the AAAI Conference on Artificial Intelligence: Thirty-Eighth AAAI Conference on Artificial Intelligence Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence Fourteenth Symposium on Educational Advances in Artificial Intelligence. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). Vancouver: AAAI Press, p. 17407-17415 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 16).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile4 Link opens in a new tab Citations (Scopus)51 Downloads (Pure) -
Maintenance Strategies for Sewer Pipes with Multi-State Degradation and Deep Reinforcement Learning
Jimenez-Roa, L. A., Dias Simão, T., Bukhsh, Z., Tinga, T., Molegraaf, H., Jansen, N. & Stoelinga, M. A., 27 Jun 2024, 8th European Conference of the Prognostics and Health Management Society (PHME 2024). Do, P. & Ezhilarasu, C. (eds.). PHM Society, p. 629-642 14 p. 4091. (Proceedings of the European Conference of the PHM Society 2024; vol. 8, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review
Open AccessFile
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More for Less: Safe Policy Improvement With Stronger Performance Guarantees (implementation)
Wienhöft, P. (Creator), Suilen, M. (Creator), Simão, T. D. (Creator), Dubslaff, C. (Creator), Baier, C. (Creator) & Jansen, N. (Creator), Zenodo, 13 May 2023
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Research Topics in Data Mining
Duivesteijn, W., Simão, T. D., van den Biggelaar, L. A. J., Engelen, L. T. J., Deng, A., Ponnambalam, C., Deng, Y., Beurskens, M. R. M. & Tomilin, T. 1/09/20 → 31/08/27
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