tf-deepRL is a framework for easy use of Deep Reinforcement Learning algorithm in tensorflow The motivation behinf this project is to make it handy to use DeepRL for the end user who are mostly interested in looking at what DeepRL can do. Algorithms Implemented: Policy Gradient Methods: REINFORCE