David Valencia

42 papers A* 2A 3C 7Misc 3Journal 17Unranked 9

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	CTD4 - a Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics. AAAI David Valencia, Henry Williams, Yuning Xing, Trevor Gee, Bruce A. MacDonald, Minas Liarokapis
2024	J	`jnl`	Benchmarking Reinforcement Learning Methods for Dexterous Robotic Manipulation with a Three-Fingered Gripper. CoRR Elizabeth Cutler, Yuning Xing, Tony Cui, Brendan Zhou, Koen van Rijnsoever, Ben Hart, David Valencia, Lee Violet C. Ong, Trevor Gee, Minas V. Liarokapis, Henry Williams
2024	J	`jnl`	Bounded Exploration with World Model Uncertainty in Soft Actor-Critic Reinforcement Learning Algorithm. CoRR Ting Qiao, Henry Williams, David Valencia, Bruce A. MacDonald
2024	J	`jnl`	CTD4 - A Deep Continuous Distributional Actor-Critic Agent with a Kalman Fusion of Multiple Critics. CoRR David Valencia, Henry Williams, Trevor Gee, Bruce A. MacDonald, Minas V. Liarokapis
2024	A	`conf`	Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks. IROS David Valencia, Henry Williams, Yuning Xing, Trevor Gee, Minas Liarokapis, Bruce A. MacDonald
2024	J	`jnl`	Image-Based Deep Reinforcement Learning with Intrinsically Motivated Stimuli: On the Execution of Complex Robotic Tasks. CoRR David Valencia, Henry Williams, Yuning Xing, Trevor Gee, Minas V. Liarokapis, Bruce A. MacDonald
2023	A*	`conf`	Comparison of Model-Based and Model-Free Reinforcement Learning for Real-World Dexterous Robotic Manipulation Tasks. ICRA David Valencia, John Jia, Raymond Li, Alex Hayashi, Megan Lecchi, Reuel Terezakis, Trevor Gee, Minas V. Liarokapis, Bruce A. MacDonald, Henry Williams
2023	J	`jnl`	Racing Towards Reinforcement Learning based control of an Autonomous Formula SAE Car. CoRR Aakaash Salvaji, Harry Taylor, David Valencia, Trevor Gee, Henry Williams
2022	—	`ch.`	Quantum Service-Oriented Architectures: From Hybrid Classical Approaches to Future Stand-Alone Solutions. Quantum Software Engineering David Valencia, Enrique Moguel, Javier Rojo, Javier Berrocal, José García-Alonso, Juan Manuel Murillo
2022	J	`jnl`	Quantum Software as a Service Through a Quantum API Gateway. IEEE Internet Comput. José García-Alonso, Javier Rojo, David Valencia, Enrique Moguel, Javier Berrocal, Juan Manuel Murillo
2022	J	`jnl`	Quantum service-oriented computing: current landscape and challenges. Softw. Qual. J. Enrique Moguel, Javier Rojo, David Valencia, Javier Berrocal, José García-Alonso, Juan Manuel Murillo
2021	—	`conf`	Action-Conditioned Frame Prediction Without Discriminator. LOD David Valencia, Henry Williams, Bruce A. MacDonald, Ting Qiao
2021	Misc	`conf`	Hybrid Classical-Quantum Software Services Systems: Exploration of the Rough Edges. QUATIC David Valencia, José García-Alonso, Javier Rojo, Enrique Moguel, Javier Berrocal, Juan Manuel Murillo
2021	—	`conf`	Trials and Tribulations of Developing Hybrid Quantum-Classical Microservices Systems. Q-SET@QCE Javier Rojo, Enrique Moguel, David Valencia, Javier Berrocal, José García-Alonso, Juan Manuel Murillo
2021	J	`jnl`	Trials and Tribulations of Developing Hybrid Quantum-Classical Microservices Systems. CoRR Javier Rojo, David Valencia, Javier Berrocal, Enrique Moguel, José García-Alonso, Juan Manuel Murillo Rodríguez
2018	C	`conf`	Use of Drones for Remote Management of the Close Measure of Radioactivity Sources. IGARSS Juan Baeza, David Valencia, Antonio Baeza
2016	—	`conf`	A Serious Game to Improve Students' Skills in Global Software Development. CSEDU (1) David Valencia, Aurora Vizcaíno, Juan Pablo Soto, Mario Piattini
2016	—	`conf`	GSDgame: A Serious Game for the Acquisition of the Competencies Needed in GSD. ICGSE Workshops David Valencia, Aurora Vizcaíno, Lilia García-Mundo, Mario Piattini, Juan Pablo Soto
2012	J	`jnl`	DMF Data Format Usage for Change Detection. J. Electr. Comput. Eng. Alejandro Cristo, David Valencia, Pablo Martínez, Rosa M. Pérez
2011	—	`conf`	Adaptation of the Diffused Matrix Image Format to Store Simulated Data from FLEX / Sentinel-3 Future ESA Missions. IP&C Alejandro Cristo, Pablo Martínez, David Valencia, Rosa M. Pérez, Luz M. Hernández
2010	J	`jnl`	FPGA Implementation of the Pixel Purity Index Algorithm for Remotely Sensed Hyperspectral Image Analysis. EURASIP J. Adv. Signal Process. Carlos González, Javier Resano, Daniel Mozos, Antonio Plaza, David Valencia
2009	—	`conf`	Efficient implementation of morphological opening and closing by reconstruction on multi-core parallel systems. WHISPERS David Valencia, Antonio J. Plaza
2008	J	`jnl`	An experimental comparison of parallel algorithms for hyperspectral analysis using heterogeneous and homogeneous networks of workstations. Parallel Comput. Antonio Plaza, David Valencia, Javier Plaza
2008	—	`conf`	Efficient Collective Communication Paradigms for Hyperspectral Imaging Algorithms Using HeteroMPI. PVM/MPI David Valencia, Antonio Plaza, Vladimir Rychkov, Alexey L. Lastovetsky
2008	J	`jnl`	Parallel Processing of Remotely Sensed Hyperspectral Images On Heterogeneous Networks of Workstations Using HeteroMPI. Int. J. High Perform. Comput. Appl. David Valencia, Alexey L. Lastovetsky, Maureen O'Flynn, Antonio Plaza, Javier Plaza
2008	J	`jnl`	Parallel morphological/neural processing of hyperspectral images using heterogeneous and homogeneous platforms. Clust. Comput. Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
2007	J	`jnl`	Impact of platform heterogeneity on the design of parallel algorithms for morphological processing of high-dimensional image data. J. Supercomput. Antonio Plaza, Javier Plaza, David Valencia
2007	C	`conf`	Parallel Detection of Targets in Hyperspectral Images Using Heterogeneous Networks of Workstations. PDP Antonio Plaza, David Valencia, Soraya Blazquez, Javier Plaza
2007	J	`jnl`	Parallel Processing of High-Dimensional Remote Sensing Images Using Cluster Computer Architectures. Int. J. Comput. Their Appl. David Valencia, Antonio Plaza, Pablo Martínez, Javier Plaza
2006	Misc	`conf`	AMEEPAR: Parallel Morphological Algorithm for Hyperspectral Image Classification on Heterogeneous Networks of Workstations. International Conference on Computational Science (3) Antonio Plaza, Javier Plaza, David Valencia
2006	J	`jnl`	Commodity cluster-based parallel processing of hyperspectral imagery. J. Parallel Distributed Comput. Antonio Plaza, David Valencia, Javier Plaza, Pablo Martínez
2006	C	`conf`	Design and Implementation of a Parallel Heterogeneous Algorithm for Hyperspectral Image Analysis Using HeteroMPI. ISPDC David Valencia, Alexey L. Lastovetsky, Antonio Plaza
2006	A	`conf`	Distributed Computing for Efficient Hyperspectral Imaging Using Fully Heterogeneous Networks of Workstations. ICDCS Antonio Plaza, Javier Plaza, David Valencia
2006	Misc	`conf`	FPGA-Based Hyperspectral Data Compression Using Spectral Unmixing and the Pixel Purity Index Algorithm. International Conference on Computational Science (1) David Valencia, Antonio Plaza
2006	A	`conf`	High-performance computing in remotely sensed hyperspectral imaging: the Pixel Purity Index algorithm as a case study. IPDPS Antonio Plaza, David Valencia, Javier Plaza
2006	—	`conf`	Parallel Hyperspectral Image Processing on Commodity Graphics Hardware. ICPP Workshops Javier Setoain, Christian Tenllado, Manuel Prieto, David Valencia, Antonio Plaza, Javier Plaza
2006	C	`conf`	Parallel Implementation of Hyperspectral Image Processing Algorithms. IGARSS Antonio J. Plaza, David Valencia, Javier Plaza, J. Sanchez-Testal, S. Muoz, Soraya Blazquez
2006	C	`conf`	Parallel Morphological/Neural Classification of Remote Sensing Images Using Fully Heterogeneous and Homogeneous Commodity Clusters. CLUSTER Javier Plaza, Rosa M. Pérez, Antonio Plaza, Pablo Martínez, David Valencia
2006	J	`jnl`	Parallel implementation of endmember extraction algorithms from hyperspectral data. IEEE Geosci. Remote. Sens. Lett. Antonio Plaza, David Valencia, Javier Plaza, Chein-I Chang
2005	C	`conf`	Efficient information extraction from hyperspectral imagery using networks of workstations. IGARSS Antonio Plaza, Javier Plaza, David Valencia, Pablo Martínez
2005	C	`conf`	On the Use of Cluster Computing Architectures for Implementation of Hyperspectral Image Analysis Algorithms. ISCC David Valencia, Antonio J. Plaza, Pablo Martínez, Javier Plaza
2005	—	`conf`	Parallel Endmember Extraction Techniques Applied to a Self-Organizing Neural Network for Hyperspectral Image Classification. PARCO David Valencia, Antonio J. Plaza, Rosa M. Pérez, M. C. Cantero, Pablo Martínez, Javier Plaza