Debarghya Das

PlanIt: A crowdsourcing approach for learning to plan paths from large scale preference feedback

We consider the problem of learning user preferences over robot trajectories for environments rich in objects and humans. This is challenging because the criterion defining a good trajectory varies with users, tasks and interactions in the environment. We represent trajectory preferences using a cos…