Bootstrapping Adaptive Human-Machine Interfaces with Offline Reinforcement Learning

Jensen Gao, Siddharth Reddy, Glen Berseth +2

Adaptive interfaces can help users perform sequential decision-making tasks like robotic teleoperation given noisy, high-dimensional command signals (e.g., from a brain-computer in…