Project Description

Several learning algorithms will be adapted to a robot manipulator setting, with particular emphasis on learning by demonstration, supervised and reinforcement learning. These algorithms will be integrated with perception systems and robot manipulators available at IRI. Multi-modal perception is often required for learning manipulation skills by demonstration and, therefore, it is essential to integrate the data coming from vision, ToF sensors and haptic displays into the learning schemes.