Cédric Pradalier

A Comprehensive Benchmark of Neural Networks for System Identification

2019 · HAL (Le Centre pour la Communication Scientifique Directe)

This paper compares a wide variety of neural network architectures applied in the context of black-box modeling for robotics and control. We compare six different architectural concepts and four activation functions, with over three hundred …