Increasing the Autonomy of Mobile Robots by On-line Learning Simultaneously at Different Levels of Abstraction

摘要

We present a framework that is able to handle system and environmental changes by learning autonomously at different levels of abstraction. It is able to do so in continuous and noisy environments by 1) an active strategy learning module that uses reinfor