Reinforcement Learning is a sub-field of Machine Learning where an agent learns what actions to perform given a state of the environment. The field has gained traction over the last few years with the advancements in Robotics Arm Manipulation and Google Deep Mind beating a professional Alpha Go Player. The workshop will go over the fundamental concepts of Reinforcement Learning.