Mohammad-Ehsan Matour

Demonstration-Augmented Deep Reinforcement Learning with Mixed Reality Human-In-The-Loop Guidance

The integration of human expertise into reinforcement learning has gained increasing attention as a means to improve sample efficiency and stability. Current approaches often depend on pre-collected expert demonstrations or virtual reality setups, which are costly to generate and difficult to adapt …