Deep Reinforcement Learning in Action

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Computers - Artificial Intelligence (AI)
Deep Reinforcement Learning in Action

Deep Reinforcement Learning in Action

Name: Deep Reinforcement Learning in Action
ISBN: 9781617295430

Alexander Zai, Brandon Brown

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Deep Reinforcement Learning in Action teaches you how to program AI agents that adapt and improve based on direct feedback from their environment. In this example-rich tutorial, you’ll master foundational and advanced DRL techniques by taking on interesting challenges like navigating a maze and playing video games. Along the way, you’ll work with core algorithms, including deep Q-networks and policy gradients, along with industry-standard tools like PyTorch and OpenAI Gym.

Categories:

Computers - Artificial Intelligence (AI)

Content Type:

Books

Year:

2020

Edition:

Publisher:

Manning Publications

Language:

english

Pages: