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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, Sergio
  • Wai, Hoi-To
  • Marques, Antonio G

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.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

  • This researcher does not have any profiles.
Last data update: 2/15/26 1:50 PM