Meiying Qin

Interactive Policy Shaping for Human-Robot Collaboration with Transparent Matrix Overlays

One important aspect of effective human--robot collaborations is the ability for robots to adapt quickly to the needs of humans. While techniques like deep reinforcement learning have demonstrated success as sophisticated tools for learning robot policies, the fluency of human-robot collaborations is often limited by…