Sergio Rozada
Scholar

Sergio Rozada

Google Scholar ID: MFQxsqYAAAAJ
King Juan Carlos University (Universidad Rey Juan Carlos)
Reinforcement LearningGenerative Diffusion ModelsGraph Signal ProcessingTensor Methods
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Citations & Impact
All-time
Citations
118
 
H-index
6
 
i10-index
4
 
Publications
19
 
Co-authors
18
list available
Contact
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Publications
8 items
Learning Policy Representations for Steerable Behavior Synthesis
2026
Cited
0
Graph-Aware Diffusion for Signal Generation
2025
Cited
0
Graph Signal Generative Diffusion Models
2025
Cited
0
Unrolling Dynamic Programming via Graph Filters
2025
Cited
0
Solving Finite-Horizon MDPs via Low-Rank Tensors
2025
Cited
0
A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning
2025
Cited
0
Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning
2025
Cited
0
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
arXiv.org · 2024
Cited
1
Resume (English only)
Background
  • Assistant Professor at ECE, URJC. Interested in dynamical systems, reinforcement learning, and optimization.
Co-authors
18 total
Antonio G. Marques
Antonio G. Marques
Professor of ECE, King Juan Carlos University (Universidad Rey Juan Carlos), Madrid
Dimitra Apostolopoulou
Dimitra Apostolopoulou
Oxford Institute for Energy Studies
Eduardo Alonso
Eduardo Alonso
Professor of Artificial Intelligence; City, University of London
Victor M. Tenorio
Victor M. Tenorio
Universidad Rey Juan Carlos
Samuel Rey
Samuel Rey
Universidad Rey Juan Carlos
Santiago Paternain
Santiago Paternain
Rensselaer Polytechnic Institute
Luca Martino
Luca Martino
Associate Professor - University of Catania
Alejandro Ribeiro
Alejandro Ribeiro
University of Pennsylvania