Athanasios Polydoros

Real-time deep learning of robotic manipulator inverse dynamics

2015

In certain cases analytical derivation of physics-based models of robots is difficult or even impossible. A potential workaround is the approximation of robot models from sensor data-streams employing machine learning approaches. In this paper, the …