Predictive Representations for Skill Transfer in Reinforcement Learning

Ruben Vereecken, Luke Dickens, Alessandra Russo

A key challenge in scaling up Reinforcement Learning is generalizing learned behaviour. Without the ability to carry forward acquired knowledge an agent is doomed to learn each tas…