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Rozada Doval, Sergio sergio.rozada@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning

  • Rozada, S
  • Wai, HT
  • Marques, AG

Ieee Transactions On Signal Processing (p. 4906-4920) - 1/1/2025

10.1109/tsp.2025.3636071 View at source

  • ISSN 1053587X

Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning

  • Rozada, S
  • Paternain, S
  • Marques, AG

Ieee Transactions On Signal Processing (p. 1634-1649) - 1/1/2024

10.1109/tsp.2024.3379089 View at source

  • ISSN 1053587X

This researcher has no books.

This researcher has no book chapters.

Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs

  • Rozada, S
  • Ding, DS
  • Marques, AG
  • Ribeiro, A

Thirty-Third Aaai Conference On Artificial Intelligence / Thirty-First Innovative Applications Of Artificial Intelligence Conference / Ninth Aaai Symposium On Educational Advances In Artificial Intelligence (p. 20200-20208) - 1/1/2025

10.1609/aaai.v39i19.34225 View at source

  • ISSN 21595399

TENSOR LOW-RANK APPROXIMATION OF FINITE-HORIZON VALUE FUNCTIONS

  • Rozada, S
  • Marques, AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 5975-5979) - 1/1/2024

10.1109/icassp48485.2024.10448465 View at source

  • ISSN 15206149

A Tensor Low-Rank Approximation for Value Functions in Multi-Task Reinforcement Learning

  • Rozada, S
  • Paternain, S
  • Bazerque, JA
  • Marques, AG

Conference Record Of The Asilomar Conference On Signals, Systems And Computers (p. 629-633) - 1/1/2024

10.1109/ieeeconf60004.2024.10942931 View at source

  • ISSN 10586393

Matrix Low-Rank Approximation for Policy Gradient Methods

  • Rozada S
  • Marques AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) - 1/1/2023

10.1109/icassp49357.2023.10094802 View at source

  • ISSN 15206149

MATRIX LOW-RANK TRUST REGION POLICY OPTIMIZATION

  • Rozada, S
  • Marques, AG

2023 Ieee 9th International Workshop On Computational Advances In Multi-Sensor Adaptive Processing, Camsap (p. 406-410) - 1/1/2023

10.1109/camsap58249.2023.10403480 View at source

A MULTI-RESOLUTION LOW-RANK TENSOR DECOMPOSITION

  • Rozada, S
  • Marques, AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 3653-3657) - 1/1/2022

10.1109/icassp43922.2022.9746365 View at source

  • ISSN 15206149

Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs

  • Rey S
  • Tenorio V
  • Rozada S
  • Martino L
  • Marques AG

28th European Signal Processing Conference (Eusipco 2020) (p. 855-859) - 1/1/2021

10.23919/eusipco47968.2020.9287748 View at source

  • ISSN 22195491

Low-rank State-action Value-function Approximation

  • Rozada, S
  • Tenorio, V
  • Marques, AG

28th European Signal Processing Conference (Eusipco 2020) (p. 1471-1475) - 1/1/2021

  • ISSN 20761465
  • iMarina

Deep Encoder-Decoder Neural Network Architectures for Graph Output Signals

  • Rey, S
  • Tenorio, V
  • Rozada, S
  • Martino, L
  • Marques, AG

Conference Record Of The Asilomar Conference On Signals, Systems And Computers (p. 225-229) - 1/1/2019

10.1109/ieeeconf44664.2019.9048908 View at source

  • ISSN 10586393

This researcher has no working papers.

This researcher has no technical reports.

Inteligencia artificial para la industria 4.0: generación de datos, modelado avanzado optimización e interpretabilidad. (DSSP4N)

  • López Ramos, Luis Miguel (Investigador/a)
  • ROZADA DOVAL, SERGIO (Investigador/a)
  • Real Rojas, Fernando (Investigador/a)
  • Rey Escudero, Samuel (Investigador/a)
  • Soguero Ruíz, Cristina (Investigador/a)
  • Buciulea Vlas, Andrei (Investigador/a)
  • Tenorio Gómez, Víctor Manuel (Investigador/a)
  • García Marqués, Antonio (Investigador principal (IP))
... View more Collapse

Period: 01-01-2025 - 31-12-2028

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

  • This researcher does not have any profiles.
Last data update: 4/8/26 1:36 AM