Deep Recurrent Q-Learning for Partially Observable MDPs

Matthew Hausknecht, Peter Stone

Deep Reinforcement Learning has yielded proficient controllers for complex tasks. However, these controllers have limited memory and rely on being able to perceive the complete gam…