Controlling blood glucose variability under uncertainty using reinforcement learning and Gaussian processes. - Mariano De Paula; Luis Omar Ávila; Ernesto C. Martínez (Appl. Soft Comput., 2015)

On-line policy learning and adaptation for real-time personalization of an artificial pancreas. - Mariano De Paula; Gerardo G. Acosta; Ernesto C. Martínez (Expert Syst. Appl., 2015)

Incremental Q-learning strategy for adaptive PID control of mobile robots. - Ignacio Carlucho; Mariano De Paula; Sebastián A. Villar; Gerardo G. Acosta (Expert Syst. Appl., 2017)

Estimation of plasma insulin concentration under glycemic variability using nonlinear filtering techniques. - Luis Omar Ávila; Mariano De Paula; Carlos Roberto Sanchez-Reinoso (Biosyst., 2018)

Robust insulin estimation under glycemic variability using Bayesian filtering and Gaussian process models. - Luis Omar Ávila; Mariano De Paula; Ernesto C. Martínez; Marcelo Luis Errecalde (Biomed. Signal Process. Control., 2018)

Adaptive low-level control of autonomous underwater vehicles using deep reinforcement learning. - Ignacio Carlucho; Mariano De Paula; Sen Wang 002; Yvan R. Petillot; Gerardo G. Acosta (Robotics Auton. Syst., 2018)

Double Q-PID algorithm for mobile robot control. - Ignacio Carlucho; Mariano De Paula; Gerardo G. Acosta (Expert Syst. Appl., 2019)

Deep reinforcement learning approach for MPPT control of partially shaded PV systems in Smart Grids. - Luis Omar Ávila; Mariano De Paula; Maximiliano Trimboli; Ignacio Carlucho (Appl. Soft Comput., 2020)

A reinforcement learning control approach for underwater manipulation under position and torque constraints. - Ignacio Carlucho; Mariano De Paula; Gerardo G. Acosta; Corina Barbalata (CoRR, 2020)

Marine Vehicles Localization Using Grid Cells for Path Integration. - Ignacio Carlucho; Manuel F. Bailey; Mariano De Paula; Corina Barbalata (CoRR, 2021)

ROS-based architecture for fast digital twin development of smart manufacturing robotized systems. - Carolina Saavedra Sueldo; Ivo Perez Colo; Mariano De Paula; Sebastián A. Villar; Gerardo G. Acosta (Ann. Oper. Res., 2023)

Intelligent approach for the industrialization of deep learning solutions applied to fault detection. - Ivo Perez Colo; Carolina Saavedra Sueldo; Mariano De Paula; Gerardo G. Acosta (Expert Syst. Appl., 2023)

SME users in Industry 4.0 Study of the Metalworking Industry in Argentina. - Alicia Mon; Horacio René Del Giorgio; Geraldina Roark; Carolina Saavedra Sueldo; Ivo Perez Colo; Mariano De Paula (CLEI Electron. J., 2025)

Simulation-based metaheuristic optimization algorithm for material handling. - Carolina Saavedra Sueldo; Ivo Perez Colo; Mariano De Paula; Sebastián A. Villar; Gerardo G. Acosta (J. Intell. Manuf., 2025)