Continual Reinforcement Learning via Autoencoder-Driven Task and New Environment Recognition

Zeki Doruk Erden, Donia Gasmi, Boi Faltings

Continual learning for reinforcement learning agents remains a significant challenge, particularly in preserving and leveraging existing information without an external signal to i…