 This approach extends reinforcement learning by using a deep neural network and without explicitly designing the state space.The work on learning ATARI games by Google DeepMind increased attention to deep reinforcement learning or end-to-end reinforcement learning.In inverse reinforcement learning (IRL), no reward function is given.