Maulesh Trivedi

Inverse Learning of Robot Behavior for Collaborative Planning

Inverse reinforcement learning (IRL) is an important basis for learning from demonstrations. Observing an agent, human or robotic, perform a task provides information and facilitates learning the task. We show how the agent's preferences learned using IRL can be incorporated in a subject robot's dec…