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Luis Avila
Luis Avila
Faculty of Engineering and Agricultural Sciences - National University of San Luis
Geverifieerd e-mailadres voor unsl.edu.ar
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Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids
L Avila, M De Paula, M Trimboli, I Carlucho
Applied Soft Computing 97, 106711, 2020
642020
Controlling blood glucose variability under uncertainty using reinforcement learning and Gaussian processes
M De Paula, LO Avila, EC Martinez
Applied Soft Computing 35, 310-332, 2015
452015
MPPT for PV systems using deep reinforcement learning algorithms
L Avila, M De Paula, I Carlucho, CS Reinoso
IEEE Latin America Transactions 17 (12), 2020-2027, 2019
252019
An active inference approach to on-line agent monitoring in safety–critical systems
L Avila, E Martínez
Advanced Engineering Informatics 29 (4), 1083-1095, 2015
112015
Behavior monitoring under uncertainty using Bayesian surprise and optimal action selection
L Avila, E Martínez
Expert systems with applications 41 (14), 6327-6345, 2014
112014
A robotic grasping method using convnets
E Ogas, L Avila, G Larregay, D Moran
2019 Argentine Conference on Electronics (CAE), 21-26, 2019
92019
Design and implementation of a computer vision system for an autonomous chess-playing robot
G Larregay, F Pinna, L Avila, D Morán
Journal of Computer Science & Technology 18, 2018
82018
State of charge monitoring of Li-ion batteries for electric vehicles using GP filtering
LO Avila, ML Errecalde, FM Serra, EC Martínez
Journal of energy storage 25, 100837, 2019
62019
Robust insulin estimation under glycemic variability using Bayesian filtering and Gaussian process models
LO Avila, M De Paula, EC Martinez, ML Errecalde
Biomedical Signal Processing and Control 42, 63-72, 2018
42018
Estimation of plasma insulin concentration under glycemic variability using nonlinear filtering techniques
LO Avila, M De Paula, CR Sanchez-Reinoso
Biosystems 171, 1-9, 2018
32018
A simple method for recommending specialized specifications for diabetes monitoring
LO Avila, ML Errecalde
Expert Systems with Applications 91, 298-309, 2018
32018
A comparison of classification algorithms for chess pieces detection
G Larregay, L Avila, O Moran
2017 XVII Workshop on Information Processing and Control (RPIC), 1-5, 2017
32017
Multimodal control in uncertain environments using reinforcement learning and Gaussian processes
M De Paula, LO Avila, C Sanchez Reinoso, GG Acosta
Revista Iberoamericana De Automatica E Informatica Industrial 12 (4), 385-396, 2015
32015
Reinforcement learning techniques for MPPT control of PV system under climatic changes
M Trimboli, L Avila, M Rahmani-Andebili
Applications of Artificial Intelligence in Planning and Operation of Smart …, 2022
22022
Object grasping with a robot arm using a convolutional network
E Ogas, L Avila, G Larregay, D Moran
International Journal of Mechatronics and Automation 7 (3), 113-121, 2020
22020
A grid‐based tool for optimal performance monitoring of a glycemic regulator
L Ávila, E Martínez
Optimal Control Applications and Methods 37 (6), 1103-1121, 2016
22016
Robot ajedrecista: sistema mecatrónico aplicado a la toma de decisiones
G Larregay, F Pinna, L Avila, D Morán
V Simposio Argentino de Informática Industrial (SII 2016)-JAIIO 45 (Tres de …, 2016
22016
A grasp detection method for industrial robots using a Convolutional Neural Network
E Ogas, L Avila, G Larregay, D Moran
IEEE Latin America Transactions 17 (09), 1509-1516, 2019
12019
Control Multimodal en Entornos Inciertos usando Aprendizaje por Refuerzos y Procesos Gaussianos
M De Paula, LO Avila, CR Sánchez Reinoso, GG Acosta
Elsevier, 2015
12015
Agent behavior monitoring using optimal action selection and twin gaussian processes
L Avila, E Martinez
XLIII Jornadas Argentinas de Informática e Investigación Operativa (43JAIIO …, 2014
12014
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Artikelen 1–20