UINav: A Practical Approach to Train Lightweight Automation Agents for Mobile Devices

UINav is a practical system that trains lightweight neural agents capable of autonomously navigating mobile app user interfaces to complete user tasks, using a small number of demonstrations and achieving high success rates.