Noshaba Cheema

Predicting Mid-Air Interaction Movements and Fatigue Using Deep Reinforcement Learning

A common problem of mid-air interaction is excessive arm fatigue, known as the "Gorilla arm" effect. To predict and prevent such problems at a low cost, we investigate user testing of mid-air interaction without real users, utilizing biomechanically simulated AI agents trained using deep Reinforcement Learning (RL). W…