Luis Omar Ávila

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 5

Top Topics

Action Selection

Gaussian Process

Nonlinear Filtering

Top Venues

Expert Syst. Appl.

Appl. Soft Comput.

Biomed. Signal Process. Control.

Publications

Maximiliano Trimboli, Luis Omar Ávila
Optimal battery charge with safe exploration. Expert Syst. Appl. 237 (Part C) (2024)
Luis Omar Ávila, Mariano De Paula, Maximiliano Trimboli, Ignacio Carlucho
Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids. Appl. Soft Comput. 97 (Part B) (2020)
Luis Omar Ávila, Marcelo Luis Errecalde
A simple method for recommending specialized specifications for diabetes monitoring. Expert Syst. Appl. 91 (2018)
Luis Omar Ávila, Mariano De Paula, Carlos Roberto Sanchez-Reinoso
Estimation of plasma insulin concentration under glycemic variability using nonlinear filtering techniques. Biosyst. 171 (2018)
Luis Omar Ávila, Mariano De Paula, Ernesto C. Martínez, Marcelo Luis Errecalde
Robust insulin estimation under glycemic variability using Bayesian filtering and Gaussian process models. Biomed. Signal Process. Control. 42 (2018)
Luis Omar Ávila, Ernesto C. Martínez
An active inference approach to on-line agent monitoring in safety-critical systems. Adv. Eng. Informatics 29 (4) (2015)
Mariano De Paula, Luis Omar Ávila, Ernesto C. Martínez
Controlling blood glucose variability under uncertainty using reinforcement learning and Gaussian processes. Appl. Soft Comput. 35 (2015)
Luis Omar Ávila, Ernesto C. Martínez
Behavior monitoring under uncertainty using Bayesian surprise and optimal action selection. Expert Syst. Appl. 41 (14) (2014)