The theme of this year's workshop is Real-time Reinforcement Learning. This will be a focus on algorithms that scale well and can run efficiently online, in realtime, while the learning system is in its normal operation. Thus, we will be particularly interested in real-time learning in robots and, on the psychological side, in real-time models of learning in people and other animals.