Obserwuj
Sergio Rozada
Sergio Rozada
King Juan Carlos University (Universidad Rey Juan Carlos)
Zweryfikowany adres z alumnos.urjc.es
Tytuł
Cytowane przez
Cytowane przez
Rok
Load Frequency Control: A Deep Multi-Agent Reinforcement Learning Approach
S Rozada, D Apostolopoulou, E Alonso
IEEE PES General Meeting, 2020, 2020
302020
Deep multi‐agent Reinforcement Learning for cost‐efficient distributed load frequency control
S Rozada, D Apostolopoulou, E Alonso
IET Energy Systems Integration 3 (3), 327-343, 2021
122021
Tensor and matrix low-rank value-function approximation in reinforcement learning
S Rozada, S Paternain, AG Marques
IEEE Transactions on Signal Processing, 2024
92024
Low-rank state-action value-function approximation
S Rozada, V Tenorio, AG Marques
2021 29th European Signal Processing Conference (EUSIPCO), 1471-1475, 2021
82021
Overparametrized deep encoder-decoder schemes for inputs and outputs defined over graphs
S Rey, V Tenorio, S Rozada, L Martino, AG Marques
2020 28th European Signal Processing Conference (EUSIPCO), 855-859, 2021
62021
Deep encoder-decoder neural network architectures for graph output signals
S Rey, V Tenorio, S Rozada, L Martino, AG Marques
2019 53rd Asilomar Conference on Signals, Systems, and Computers, 225-229, 2019
62019
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
S Rozada, D Ding, AG Marques, A Ribeiro
arXiv preprint arXiv:2408.10015, 2024
12024
Matrix low-rank approximation for policy gradient methods
S Rozada, AG Marques
ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023
12023
Low-Rank Tensors for Multi-Dimensional Markov Models
M Navarro, S Rozada, AG Marques, S Segarra
arXiv preprint arXiv:2411.02098, 2024
2024
Tensor low-rank approximation of finite-horizon value functions
S Rozada, AG Marques
ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024
2024
Matrix Low-Rank Trust Region Policy Optimization
S Rozada, AG Marques
2023 IEEE 9th International Workshop on Computational Advances in Multi …, 2023
2023
A Multi-Resolution Low-Rank Tensor Decomposition
S Rozada, AG Marques
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Tensor and matrix low-rank value-function approximation in reinforcement learning
S Rozada, AG Marques
2022
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