Sergio Rozada

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 15

Top Topics

Tensor Decomposition

Top Venues

Publications

Sergio Rozada, Antonio G. Marques
Tensor Low-Rank Approximation of Finite-Horizon Value Functions. ICASSP (2024)
Sergio Rozada, Antonio G. Marques
Matrix Low-Rank Trust Region Policy Optimization. CoRR (2024)
Sergio Rozada, Antonio G. Marques
Tensor Low-rank Approximation of Finite-horizon Value Functions. CoRR (2024)
Sergio Rozada, Santiago Paternain, Antonio G. Marques
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. IEEE Trans. Signal Process. 72 (2024)
Sergio Rozada, Antonio G. Marques
Matrix Low-Rank Approximation For Policy Gradient Methods. CoRR (2024)
Sergio Rozada, Antonio G. Marques
A Multi-resolution Low-rank Tensor Decomposition. CoRR (2024)
Sergio Rozada, Antonio G. Marques
Matrix Low-Rank Approximation for Policy Gradient Methods. ICASSP (2023)
Sergio Rozada, Antonio G. Marques
Matrix Low-Rank Trust Region Policy Optimization. CAMSAP (2023)
Sergio Rozada, Antonio G. Marques
A Multi-Resolution Low-Rank Tensor Decomposition. ICASSP (2022)
Sergio Rozada, Antonio G. Marques
Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning. CoRR (2022)
Sergio Rozada, Victor Tenorio, Antonio G. Marques
Low-rank State-action Value-function Approximation. CoRR (2021)
Sergio Rozada, Victor Tenorio, Antonio G. Marques
Low-rank State-action Value-function Approximation. EUSIPCO (2021)
Samuel Rey, Victor Tenorio, Sergio Rozada, Luca Martino, Antonio G. Marques
Overparametrized Deep Encoder-Decoder Schemes for Inputs and Outputs Defined over Graphs. EUSIPCO (2020)
Sergio Rozada, Dimitra Apostolopoulou, Eduardo Alonso
Deep Multi-Agent Reinforcement Learning for Cost Efficient Distributed Load Frequency Control. CoRR (2020)
Samuel Rey, Victor Tenorio, Sergio Rozada, Luca Martino, Antonio G. Marques
Deep Encoder-Decoder Neural Network Architectures for Graph Output Signals. ACSSC (2019)