Self-adapting Robotic Agents through Online Continual Reinforcement Learning with World Model Feedback

Fabian Domberg, Georg Schildbach

As learning-based robotic controllers are typically trained offline and deployed with fixed parameters, their ability to cope with unforeseen changes during operation is limited. B…