VÁZQUEZ, MANUEL EZEQUÍAS; SAAVEDRA SUELDO, CAROLINA; AVILA, LUIS OMAR; ACOSTA, GERARDO GABRIEL; DE PAULA, MARIANO

Evaluation of Multi-Agent Reinforcement Learning for cooperative transport tasks in Flexible Manufacturing Systems

Electronic Journal of Informatics and Operations Research (SADIO); Año: 2026 vol. 25

TRIMBOLI, MAXIMILIANO; AVILA, LUIS OMAR

Multi-Objective Reinforcement Learning for Electric Vehicle Charging

Sustainable Energy, Grids and Networks; Año: 2026 vol. 45

TRIMBOLI, MAXIMILIANO; ANTONELLI, NICOLAS; AVILA, LUIS OMAR

Optimal V2B management for a smart charging station with renewable energy resources

Journal on Reliable Intelligent Environments; Año: 2025

PEREZ COLO, IVO; SAAVEDRA SUELDO, CAROLINA; AVILA, LUIS OMAR; ROARK, GERALDINA; ACOSTA, GERARDO GABRIEL; DE PAULA, MARIANO

Self-adaptive solution for industrial integration of AI-based decision-making systems for industrial flows management

Journal of Industrial Information Integration; Año: 2025

TRIMBOLI, MAXIMILIANO; ANTONELLI, NICOLAS; AVILA, LUIS OMAR; DE PAULA, MARIANO

Gestión segura de la batería de EVs utilizando aprendizaje por refuerzo

Programación Matemática y Software; Lugar: Morelos; Año: 2024 vol. 16 p. 35 - 46

BOATO, BRUNO; SAAVEDRA SUELDO, CAROLINA; AVILA, LUIS OMAR; DE PAULA, MARIANO

An improved Soft Actor-Critic strategy for optimal energy management

IEEE LATIN AMERICA TRANSACTIONS; Lugar: New York; Año: 2023 vol. 14

TRIMBOLI, MAXIMILIANO; AVILA, LUIS OMAR

Optimal battery charge with safe exploration

EXPERT SYSTEMS WITH APPLICATIONS; Lugar: Amsterdam; Año: 2023 vol. 237

TRIMBOLI, MAXIMILIANO; AVILA, LUIS OMAR; SANCHEZ REINOSO, CARLOS ROBERTO; ERRECALDE, MARCELO LUIS

Deep Learning Models for Stability Monitoring of Smart Grids

International Journal of Artificial Intelligence; Lugar: Roorkee ; Año: 2022 vol. 20 p. 64 - 79

TRABES, EMANUEL; AVILA, LUIS OMAR; DONDO GAZZANO; SOSA PAEZ

Dense monocular Simultaneous Localization and Mapping by direct surfel optimization

JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY; Lugar: México; Año: 2021 vol. 19 p. 603 - 611

OGAS, ELIO; AVILA, LUIS OMAR; LARREGAY, GUILLERMO; MORAN, DANIEL

Object grasping with a robot arm using a convolutional network

International Journal of Mechatronics and Automation; Año: 2020 vol. 7 p. 113 - 121

AVILA, LUIS OMAR; DE PAULA, MARIANO; TRIMBOLI, MAXIMILIANO; CARLUCHO, IGNACIO

Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids

APPLIED SOFT COMPUTING; Lugar: Amsterdam; Año: 2020 vol. 97

AVILA, LUIS OMAR; ERRECALDE, MARCELO LUIS; SERRA, FEDERICO MARTIN; MARTINEZ, ERNESTO CARLOS

State of charge monitoring of Li-ion batteries for electric vehicles using GP filtering

Journal of Energy Storage; Año: 2019 vol. 25 p. 1 - 9

OGAS ELIO; AVILA, LUIS OMAR; LARREGAY, GUILLERMO; MORAN, DANIEL

A grasp detection method for industrial robots using a Convolutional Neural Network

IEEE LATIN AMERICA TRANSACTIONS; Lugar: New York; Año: 2019 vol. 19 p. 1509 - 1516

AVILA, LUIS OMAR; DE PAULA, MARIANO; CARLUCHO, IGNACIO; SANCHEZ REINOSO, CARLOS ROBERTO

MPPT for PV systems using deep reinforcement learning algorithms

IEEE LATIN AMERICA TRANSACTIONS; Año: 2019 vol. 17 p. 2011 - 2018

LARREGAY, GUILLERMO; PINNA, FEDERICO; AVILA, LUIS OMAR; MORAN, DANIEL

Design and implementation of a computer vision system for an autonomous chess-playing robot

Journal of Computer Science and Technology; Lugar: La Plata; Año: 2018 vol. 18 p. 1 - 11

AVILA, LUIS OMAR; DE PAULA, MARIANO; MARTINEZ, ERNESTO CARLOS; ERRECALDE, MARCELO LUIS

Robust insulin estimation under glycemic variability using Bayesian filtering and Gaussian process models

BIOMEDICAL SIGNAL PROCESSING AND CONTROL; Lugar: Amsterdam; Año: 2018 vol. 42 p. 63 - 72

SANCHEZ REINOSO, CARLOS ROBERTO; DE PAULA, MARIANO; AVILA, LUIS OMAR

Buffer System Control for Hybrid Plants

IEEE LATIN AMERICA TRANSACTIONS; Año: 2018 vol. 16 p. 728 - 734

AVILA, LUIS OMAR; DE PAULA, MARIANO; SANCHEZ REINOSO, CARLOS ROBERTO

Estimation of plasma insulin concentration under glycemic variability using nonlinear filtering techniques

BIOSYSTEMS; Lugar: Amsterdam; Año: 2018 vol. 171 p. 1 - 9

AVILA, LUIS OMAR; ERRECALDE, MARCELO LUIS

A simple method for recommending specialized specifications for diabetes monitoring

EXPERT SYSTEMS WITH APPLICATIONS; Lugar: Amsterdam; Año: 2017 vol. 91 p. 298 - 309

AVILA, LUIS OMAR; MARTINEZ, ERNESTO CARLOS

A grid-based tool for optimal performance monitoring of a glycemic regulator

OPTIMAL CONTROL APPLICATIONS & METHODS; Lugar: Londres; Año: 2016 vol. 37 p. 1103 - 1121

DE PAULA, MARIANO; AVILA, LUIS OMAR; MARTINEZ, ERNESTO CARLOS

Controlling blood glucose variability under uncertainty using reinforcement learning and Gaussian processes

APPLIED SOFT COMPUTING; Lugar: Amsterdam; Año: 2015 vol. 35 p. 310 - 332

AVILA, LUIS OMAR; MARTINEZ, ERNESTO CARLOS

An active inference approach to on-line agent monitoring in safety-critical systems

ADVANCED ENGINEERING INFORMATICS; Lugar: Amsterdam; Año: 2015 vol. 29 p. 1083 - 1095

DE PAULA, MARIANO; AVILA, LUIS OMAR; SANCHEZ REINOSO, CARLOS ROBERTO ; ACOSTA, GERARDO GABRIEL

Multimodal Control in Uncertain Environments using Reinforcement Learning and Gaussian Processes

REVISTA IBEROAMERICANA DE AUTOMATICA E INFORMATICA INDUSTRIAL; Lugar: Valencia; Año: 2015 vol. 12 p. 385 - 396

AVILA, LUIS OMAR; MARTINEZ, ERNESTO CARLOS

Behavior monitoring under uncertainty using Bayesian surprise and optimal action selection

EXPERT SYSTEMS WITH APPLICATIONS; Año: 2014 vol. 41 p. 6327 - 6345

AVILA, LUIS OMAR; MARTINEZ, ERNESTO CARLOS

Continuous performance monitoring of a closed-loop insulin delivery system using Bayesian Surprise

Iberoamerican Journal of Industrial Engineering; Lugar: Florianópolis; Año: 2012 vol. 4 p. 69 - 81