Reinforcement learning with almost sure constraints A Castellano, H Min, E Mallada, JA Bazerque Learning for Dynamics and Control Conference, 559-570, 2022 | 7 | 2022 |
Quadratic approximate dynamic programming for scheduling water resources: a case study A Castellano, C Martínez, P Monzón, JA Bazerque, A Ferragut, F Paganini 2020 IEEE PES Transmission & Distribution Conference and Exhibition-Latin …, 2020 | 4 | 2020 |
Learning to act safely with limited exposure and almost sure certainty A Castellano, H Min, JA Bazerque, E Mallada IEEE Transactions on Automatic Control 68 (5), 2979-2994, 2023 | 2 | 2023 |
Learning to be safe, in finite time A Castellano, J Bazerque, E Mallada 2021 American Control Conference (ACC), 909-916, 2021 | 2 | 2021 |
Learning the operation of energy storage systems from real trajectories of demand and renewables A Castellano, JA Bazerque 2020 IEEE Power & Energy Society Innovative Smart Grid Technologies …, 2020 | 2 | 2020 |
Disparo automático de cargas por subfrecuencia A Castellano, R Silvano, G Viqueira UR. FING, 2017 | 1 | 2017 |
Learning safety critics via a non-contractive binary Bellman operator A Castellano, H Min, JA Bazerque, E Mallada 2023 57th Asilomar Conference on Signals, Systems, and Computers, 814-821, 2023 | | 2023 |
Model-free safe policy learning via hard action barrier functions A Castellano, J Bazerque, E Mallada 2021 55th Annual Conference on Information Sciences and Systems (CISS), 1-1, 2021 | | 2021 |
Optimización del almacenamiento de energía en redes eléctricas A Castellano Udelar. FI., 2021 | | 2021 |
Assured RL: Reinforcement Learning with Almost Sure Constraints A Castellano, J Bazerque, E Mallada arXiv preprint arXiv:2012.13036, 2020 | | 2020 |
Correct-by-design Safety Critics using Non-contractive Binary Bellman Operators A Castellano, H Min, JA Bazerque, E Mallada | | |