Reinforcement Learning Repository is a good place for Reinforcement Learning that you may find categorized list of papers, e.g. application in robotics, hierarchical RL, use of function approximation, and … . You may find a lot of good papers about RL. It is in university of Massachusetts, Amherst. (I want to download some papers from there: remember to do so!)