Continual Lifelong Learning and Adaptation for Legged Robots Planning and Control via Neuromorphic-based Learning

Weconsider the problem of continual lifelong learning and adaptation for legged robots to achieve increased autonomy and more independent operation in scenarios where human intervention would be difficult/impossible. Whilst recent advancements in designing legged robot controllers using offline trained reinforcement learning based policies have…