Multi-task Learning and Catastrophic Forgetting in Continual Reinforcement Learning

João Ribeiro, Francisco S. Melo, João Dias

In this paper we investigate two hypothesis regarding the use of deep reinforcement learning in multiple tasks. The first hypothesis is driven by the question of whether a deep rei…