| WCSAC: Worst-Case Soft Actor Critic for Safety-Constrained Reinforcement Learning. Q Yang, TD Simão, SH Tindemans, MTJ Spaan AAAI, 10639-10646, 2021 | 39 | 2021 |
| AlwaysSafe: Reinforcement learning without safety constraint violations during training TD Simão, N Jansen, MTJ Spaan Proceedings of the 20th International Conference on Autonomous Agents and …, 2021 | 21 | 2021 |
| Safe Policy Improvement with Baseline Bootstrapping in Factored Environments TD Simão, MTJ Spaan Proceedings of the AAAI Conference on Artificial Intelligence 33, 4967-4974, 2019 | 21 | 2019 |
| Safe Policy Improvement with an Estimated Baseline Policy TD Simão, R Laroche, R Tachet des Combes Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 18* | 2020 |
| Safety-constrained reinforcement learning with a distributional safety critic Q Yang, TD Simão, SH Tindemans, MTJ Spaan Machine Learning, 1-29, 2022 | 6 | 2022 |
| Structure Learning for Safe Policy Improvement TD Simão, MTJ Spaan Proceedings of the 28th International Joint Conference on Artificial …, 2019 | 6 | 2019 |
| Training and transferring safe policies in reinforcement learning Q Yang, TD Simão, N Jansen, SH Tindemans, MTJ Spaan AAMAS 2022 Workshop on Adaptive Learning Agents, 2022 | 2 | 2022 |
| A Modern Perspective on Safe Automated Driving for Different Traffic Dynamics Using Constrained Reinforcement Learning D Kamran, TD Simão, Q Yang, CT Ponnambalam, J Fischer, MTJ Spaan, ... 2022 IEEE 25th International Conference on Intelligent Transportation …, 2022 | 1 | 2022 |
| Planejamento probabilístico com becos sem saída TD Simão Universidade de São Paulo, 2017 | 1 | 2017 |
| Planejamento Probabilístico com Becos Sem Saída TD Simão, LN de Barros, FL Silva XII Encontro Nacional de Inteligência Artificial e Computacional, 2015 | 1 | 2015 |
| Desenvolvimento de Jogos 3D para a Educação a Distância UA Leitão, TD Simão, JA Neves VIII Congresso Brasileiro de Ensino Superior a Distância (ESUD). Ouro Preto …, 2011 | 1 | 2011 |
| Safe Policy Improvement for POMDPs via Finite-State Controllers TD Simão, M Suilen, N Jansen arXiv preprint arXiv:2301.04939, 2023 | | 2023 |
| Safe Online and Offline Reinforcement Learning TD Simão | | 2023 |
| Targeted Adversarial Attacks on Deep Reinforcement Learning Policies via Model Checking D Gross, TD Simao, N Jansen, GA Perez arXiv preprint arXiv:2212.05337, 2022 | | 2022 |
| Safe Reinforcement Learning From Pixels Using a Stochastic Latent Representation Y Hogewind, TD Simão, T Kachman, N Jansen arXiv preprint arXiv:2210.01801, 2022 | | 2022 |
| Robust Anytime Learning of Markov Decision Processes M Suilen, TD Simão, N Jansen, D Parker arXiv preprint arXiv:2205.15827, 2022 | | 2022 |
| Refined Risk Management in Safe Reinforcement Learning with a Distributional Safety Critic Q Yang, TD Simão, SH Tindemans, MTJ Spaan International Workshop on Safe Reinforcement Learning, 2022 | | 2022 |
| Back to the Future: Solving Hidden Parameter MDPs with Hindsight CT Ponnambalam, D Kamran, TD Simão, FA Oliehoek, MTJ Spaan Adaptive Learning Agents Workshop at the 21st International Conference on …, 2022 | | 2022 |
| Safe and Sample-Efficient Reinforcement Learning Algorithms for Factored Environments. TD Simão IJCAI, 6460-6461, 2019 | | 2019 |
| When a Robot Reaches Out for Human Help I Andrés, LN de Barros, DD Mauá, TD Simão Ibero-American Conference on Artificial Intelligence, 277-289, 2018 | | 2018 |
Matthijs T. J. SpaanDelft University of TechnologyEmail confirmado em tudelft.nl
