David Valencia

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 13

Top Topics

Quantum Genetic Algorithm

Reinforcement Learning

Manipulation Tasks

Top Venues

IEEE Internet Comput.

Publications

David Valencia, Henry Williams, Yuning Xing, Trevor Gee, Minas V. Liarokapis, Bruce A. MacDonald
Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks. CoRR (2024)
David Valencia, Henry Williams, Trevor Gee, Bruce A. MacDonald, Minas V. Liarokapis
CTD4 - A Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics. CoRR (2024)
David Valencia, John Jia, Raymond Li, Alex Hayashi, Megan Lecchi, Reuel Terezakis, Trevor Gee, Minas V. Liarokapis, Bruce A. MacDonald, Henry Williams
Comparison of Model-Based and Model-Free Reinforcement Learning for Real-World Dexterous Robotic Manipulation Tasks. ICRA (2023)
Aakaash Salvaji, Harry Taylor, David Valencia, Trevor Gee, Henry Williams
Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car. CoRR (2023)
Enrique Moguel, Javier Rojo, David Valencia, Javier Berrocal, José García-Alonso, Juan Manuel Murillo
Quantum service-oriented computing: current landscape and challenges. Softw. Qual. J. 30 (4) (2022)
José García-Alonso, Javier Rojo, David Valencia, Enrique Moguel, Javier Berrocal, Juan Manuel Murillo
Quantum Software as a Service Through a Quantum API Gateway. IEEE Internet Comput. 26 (1) (2022)
Javier Rojo, Enrique Moguel, David Valencia, Javier Berrocal, José García-Alonso, Juan Manuel Murillo
Trials and Tribulations of Developing Hybrid Quantum-Classical Microservices Systems. Q-SET@QCE (2021)
David Valencia, Henry Williams, Bruce A. MacDonald, Ting Qiao
Action-Conditioned Frame Prediction Without Discriminator. LOD (2021)
Javier Rojo, David Valencia, Javier Berrocal, Enrique Moguel, José García-Alonso, Juan Manuel Murillo Rodriguez
Trials and Tribulations of Developing Hybrid Quantum-Classical Microservices Systems. CoRR (2021)
David Valencia, José García-Alonso, Javier Rojo, Enrique Moguel, Javier Berrocal, Juan Manuel Murillo
Hybrid Classical-Quantum Software Services Systems: Exploration of the Rough Edges. QUATIC (2021)
Juan Baeza, David Valencia, Antonio Baeza
Use of Drones for Remote Management of the Close Measure of Radioactivity Sources. IGARSS (2018)
David Valencia, Aurora Vizcaíno, Lilia García-Mundo, Mario Piattini, Juan Pablo Soto
GSDgame: A Serious Game for the Acquisition of the Competencies Needed in GSD. ICGSE Workshops (2016)
David Valencia, Aurora Vizcaíno, Juan Pablo Soto, Mario Piattini
A Serious Game to Improve Students' Skills in Global Software Development. CSEDU (1) (2016)
Alejandro Cristo, David Valencia, Pablo Martínez, Rosa M. Pérez
DMF Data Format Usage for Change Detection. J. Electr. Comput. Eng. 2012 (2012)
Alejandro Cristo, Pablo Martínez, David Valencia, Rosa M. Pérez, Luz M. Hernández
Adaptation of the Diffused Matrix Image Format to Store Simulated Data from FLEX / Sentinel-3 Future ESA Missions. IP&C (2011)
Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza, David Valencia
FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis. EURASIP J. Adv. Signal Process. 2010 (2010)
David Valencia, Antonio J. Plaza
Efficient implementation of morphological opening and closing by reconstruction on multi-core parallel systems. WHISPERS (2009)
Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms. Clust. Comput. 11 (1) (2008)
David Valencia, Antonio Plaza, Vladimir Rychkov, Alexey L. Lastovetsky
Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI. PVM/MPI (2008)
Antonio Plaza, David Valencia, Javier Plaza
An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations. Parallel Comput. 34 (2) (2008)
David Valencia, Alexey L. Lastovetsky, Maureen O'Flynn, Antonio Plaza, Javier Plaza
Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI. Int. J. High Perform. Comput. Appl. 22 (4) (2008)
David Valencia, Antonio Plaza, Pablo Martínez, Javier Plaza
Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures. Int. J. Comput. Their Appl. 14 (1) (2007)
Antonio Plaza, David Valencia, Soraya Blazquez, Javier Plaza
Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations. PDP (2007)
Antonio Plaza, Javier Plaza, David Valencia
Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data. J. Supercomput. 40 (1) (2007)
Antonio Plaza, David Valencia, Javier Plaza, Pablo Martínez
Commodity cluster-based parallel processing of hyperspectral imagery. J. Parallel Distributed Comput. 66 (3) (2006)
David Valencia, Antonio Plaza
FPGA-Based Hyperspectral Data Compression Using Spectral Unmixing and the Pixel Purity Index Algorithm. International Conference on Computational Science (1) (2006)
Antonio J. Plaza, David Valencia, Javier Plaza, J. Sanchez-Testal, S. Muoz, Soraya Blazquez
Parallel Implementation of Hyperspectral Image Processing Algorithms. IGARSS (2006)
David Valencia, Alexey L. Lastovetsky, Antonio Plaza
Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI. ISPDC (2006)
Antonio Plaza, Javier Plaza, David Valencia
Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations. ICDCS (2006)
Antonio Plaza, David Valencia, Javier Plaza
High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study. IPDPS (2006)
Antonio Plaza, David Valencia, Javier Plaza, Chein-I Chang
Parallel implementation of endmember extraction algorithms from hyperspectral data. IEEE Geosci. Remote. Sens. Lett. 3 (3) (2006)
Antonio Plaza, Javier Plaza, David Valencia
AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations. International Conference on Computational Science (3) (2006)
Javier Setoain, Christian Tenllado, Manuel Prieto, David Valencia, Antonio Plaza, Javier Plaza
Parallel Hyperspectral Image Processing on Commodity Graphics Hardware. ICPP Workshops (2006)
Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters. CLUSTER (2006)
David Valencia, Antonio J. Plaza, Pablo Martínez, Javier Plaza
On the Use of Cluster Computing Architectures for Implementation of Hyperspectral Image Analysis Algorithms. ISCC (2005)
David Valencia, Antonio J. Plaza, Rosa M. Pérez, M. C. Cantero, Pablo Martínez, Javier Plaza
Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification. PARCO (2005)
Antonio Plaza, Javier Plaza, David Valencia, Pablo Martínez
Efficient information extraction from hyperspectral imagery using networks of workstations. IGARSS (2005)