PirateBay Download | deep reinforcement learning python nimish sanghi epub

deep reinforcement learning python nimish sanghi epub

Type:: E-books
Files:: 2
Size:: 11.5 MB
Uploaded On:: Feb. 12, 2022, 10:45 p.m.
Added By:: zakareya
Seeders:: 9
Leechers:: 0
Info Hash:: 14DED8F213A2C67DD9DB026A26A1954042C674E8

xx Deep Reinforcement Learning with Python: With PyTorch, TensorFlow and OpenAI Gym by Nimish Sanghi EPUB 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 various deep reinforcement learning algorithms such as deep q-networks, various flavors of actor-critic methods, and other policy-based methods. You'll also look at exploration vs exploitation dilemma, a key consideration in reinforcement learning algorithms, along with Monte Carlo tree search (MCTS), which played a key role in the success of AlphaGo. The final chapters conclude with deep reinforcement learning implementation using popular deep learning frameworks such as TensorFlow and PyTorch. In the end, you'll understand deep reinforcement learning along with deep q networks and policy gradient models implementation with TensorFlow, PyTorch, and Open AI Gym. xx

Get This Torrent

Deep Reinforcement Learning with Python_ With PyTorch, TensorFlow and OpenAI Gym by Nimish Sanghi.epub 11.5 MB
more books, audiobooks, magazines etc..txt 932 bytes

Details for: Deep Reinforcement Learning with Python by Nimish Sanghi EPUB

deep reinforcement learning python nimish sanghi epub

Similar Posts: