Luiz A. Celiberto

Transferring knowledge as heuristics in reinforcement learning: A case-based approach

Reinaldo A. C. Bianchi, Luiz A. Celiberto, Paulo E. Santos et al. · Artificial Intelligence · 2015 · 64 citations · Full text

Artificial Intelligence, Engineering, Knowledge Transfer +10

Heuristically Accelerated Reinforcement Learning by Means of Case-Based Reasoning and Transfer Learning

Reinaldo A. C. Bianchi, Paulo E. Santos, Isaac J. Silva et al. · Journal of Intelligent & Robotic Systems · 2017 · 26 citations

Artificial Intelligence, Symbolic Learning, Engineering +9

Using Transfer Learning to Speed-Up Reinforcement Learning: A Cased-Based Approach

Luiz A. Celiberto, Jackson P. Matsuura, Ramón López de Mántaras et al. · 2010 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

Evaluation of Nonlinear Model-Based Predictive Control Approaches Using Derivative-Free Optimization and FCC Neural Networks

Gabriel H. Negri, Mariana Santos Matos Cavalca, José de Oliveira et al. · Journal of Control Automation and Electrical Systems · 2017 · 10 citations · Full text

Nonlinear Control, Engineering, Model-based Control Technique +8