Abstract
This paper aims to give a simple overview of one of the applications of reinforcement learning that is game training. Game training is actually an application of Artificial Intelligence that combines Reinforcement learning and Deep learning to make a computer program play games just like humans do, but the key idea behind this is reinforcement learning. Deep learning actually plays a supportive yet important role. This paper focuses on reinforcement learning part and summarizes the key concepts one must know and understand before getting into this field. Some additional concepts are also explained along with the main concepts to build a better understanding.
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