Perception-Prediction-Reaction Agents for Deep Reinforcement Learning

Adam Stooke, Valentin Dalibard, Siddhant M. Jayakumar +2

We introduce a new recurrent agent architecture and associated auxiliary losses which improve reinforcement learning in partially observable tasks requiring long-term memory. We em…