Deep Reinforcement Learning with Python (eBook, PDF)
Nimish Sanghi
eBook, PDF

Deep Reinforcement Learning with Python (eBook, PDF)

With PyTorch, TensorFlow and OpenAI Gym

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Deep reinforcement learning is a fast-growing discipline that is making a significant impact in fields of autonomous vehicles, robotics, healthcare, finance, and many more. This book covers deep reinforcement learning using deep-q learning and policy gradient models with coding exercise. You'll begin by reviewing the Markov decision processes, Bellman equations, and dynamic programming that form the core concepts and foundation of deep reinforcement learning. Next, you'll study model-free learning followed by function approximation using neural networks and deep learning. This is followed by v...