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Sergio Rozada

Observed names: Rozada Doval, Sergio, Rozada, Sergio, Sergio Rozada Doval
ORCID: 0000-0003-1042-7502
Observed ORCID: 0000-0003-1042-7502
OpenAlex ID: A5077468628
Load Frequency Control: A Deep Multi-Agent Reinforcement Learning Approach
2020 · Sergio Rozada, Dimitra Apostolopoulou, et al. · IEEE Power Engineering Society General Meeting · 40
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Deep multi‐agent Reinforcement Learning for cost‐efficient distributed load frequency control
2021 · Sergio Rozada, Dimitra Apostolopoulou, et al. · IET Energy Systems Integration · 23
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Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning
2024 · Sergio Rozada, Santiago Paternain, et al. · IEEE Transactions on Signal Processing · 18
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Low-rank State-action Value-function Approximation
2021 · Sergio Rozada, Victor Tenorio, et al. · European Signal Processing Conference (EUSIPCO) · 10
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Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs
2020 · Samuel Rey, Victor Tenorio, et al. · European Signal Processing Conference (EUSIPCO) · 6
Deep Encoder-Decoder Neural Network Architectures for Graph Output Signals
2019 · Samuel Rey, Victor Tenorio, et al. · Asilomar Conference on Signals, Systems and Computers (ACSSC) · 5
Tensor Low-Rank Approximation of Finite-Horizon Value Functions
2024 · Sergio Rozada, Antonio G. Marques · IEEE International Conference on Acoustics Speech and Signal Processing · 4
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Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
2025 · Sergio Rozada, Dongsheng Ding, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3
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Matrix Low-Rank Approximation for Policy Gradient Methods
2023 · Sergio Rozada, Antonio G. Marques · IEEE International Conference on Acoustics Speech and Signal Processing · 3
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Generative Diffusion Models of Stochastic Graph Signals
2026 · Uslu, Yiğit Berkay, Hadou, Samar, et al. · arXiv (Cornell University) · 2
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Low-Rank Tensors for Multi-Dimensional Markov Models
2025 · Madeline Navarro, Sergio Rozada, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 2
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DiPhon: Diffusion on Graphons for Scalable Graph Generation
2026 · Rozada, Sergio, Qin, Yiming, et al. · arXiv (Cornell University) · 1
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Graph-Aware Diffusion for Signal Generation
2026 · Sergio Rozada, Vimal K B, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Learning Policy Representations for Steerable Behavior Synthesis
2026 · Li, Beiming, Rozada, Sergio, et al. · arXiv (Cornell University) · 1
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Addressing Finite-Horizon MDPs via Low-Rank Tensor Value Approximation
2025 · Rozada, Sergio, Orejuela, Jose Luis, et al. · arXiv (Cornell University) · 1
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Matrix Low-Rank Trust Region Policy Optimization
2023 · Sergio Rozada, Antonio G. Marques · IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing · 1
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A Multi-Resolution Low-Rank Tensor Decomposition
2022 · Sergio Rozada, Antonio G. Marques · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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A Contraction Framework for Stochastic Operators with Bootstrapping: Application to TD Learning
2026 · van der Werf, Ids, Rozada, Sergio, et al. · arXiv (Cornell University)
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Graph Convolutional Attention: A Spectral Perspective on Graph Denoising and Diffusion
2026 · Khalafi, Shervin, Krawczuk, Igor, et al. · arXiv (Cornell University)
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Graph Signal Generative Diffusion Models
2026 · Yiğit Berkay Uslu, Samar Hadou, et al. · IEEE International Conference on Acoustics Speech and Signal Processing
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Unrolling Dynamic Programming via Graph Filters
2025 · Sergio Rozada, Samuel Rey, et al. · IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing
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Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning
2025 · Sergio Rozada, Hoi-To Wai, et al. · IEEE Transactions on Signal Processing
Low-Rank Methods in Reinforcement Learning
2025 · Rozada Doval, Sergio · BURJC Digital (King Juan Carlos University)
A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning
2024 · Sergio Rozada, Santiago Paternain, et al. · Asilomar Conference on Signals, Systems and Computers (ACSSC)
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Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning
2024 · Rozada, Sergio · TIB Data Manager
Works count: 28
Citation count: 122
H-index: 5
I10-index: 4
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