Michael J. Sorocky

Experience Selection Using Dynamics Similarity for Efficient Multi-Source Transfer Learning Between Robots

In the robotics literature, different knowledge transfer approaches have been proposed to leverage the experience from a source task or robot-real or virtual-to accelerate the learning process on a new task or robot. A commonly made but infrequently examined assumption is that incorporating experien…