Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors

Benjamin Spector, Serge Belongie

Recent work in deep reinforcement learning has allowed algorithms to learn complex tasks such as Atari 2600 games just from the reward provided by the game, but these algorithms pr…