Zlatko Kolev

Reinforcement Learning of Trajectory Distributions: Applications in Assisted Teleoperation and Motion Planning

The majority of learning from demonstration approaches do not address suboptimal demonstrations or cases when drastic changes in the environment occur after the demonstrations were made. For example, in real teleoperation tasks, the demonstrations provided by the user are often suboptimal due to int…