Sharing Knowledge in Multi-Task Deep Reinforcement Learning

Carlo D'Eramo, Davide Tateo, Andrea Bonarini +2

We study the benefit of sharing representations among tasks to enable the effective use of deep neural networks in Multi-Task Reinforcement Learning. We leverage the assumption tha…