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Grokking deep reinforcement learning, miguel morales

420 грн -2% 415 грн

Описание

Grokking Deep Reinforcement Learning uses engaging exercises to teach you how
to build deep learning systems. This book combines annotated Python code with
intuitive explanations to explore DRL techniques. You’ll see how algorithms
function and learn to develop your own DRL agents using evaluative feedback.
\n \nSummary \nWe all learn through trial and error. We avoid the things that
cause us to experience pain and failure. We embrace and build on the things
that give us reward and success. This common pattern is the foundation of deep
reinforcement learning: building machine learning systems that explore and
learn based on the responses of the environment. Grokking Deep Reinforcement
Learning introduces this powerful machine learning approach, using examples,
illustrations, exercises, and crystal-clear teaching. You'll love the
perfectly paced teaching and the clever, engaging writing style as you dig
into this awesome exploration of reinforcement learning fundamentals,
effective deep learning techniques, and practical applications in this
emerging field. \n \nAbout the technology \nWe learn by interacting with our
environment, and the rewards or punishments we experience guide our future
behavior. Deep reinforcement learning brings that same natural process to
artificial intelligence, analyzing results to uncover the most efficient ways
forward. DRL agents can improve marketing campaigns, predict stock
performance, and beat grand masters in Go and chess. \n \nAbout the book
\nGrokking Deep Reinforcement Learning uses engaging exercises to teach you
how to build deep learning systems. This book combines annotated Python code
with intuitive explanations to explore DRL techniques. You’ll see how
algorithms function and learn to develop your own DRL agents using evaluative
feedback. \n \nWhat's inside \nAn introduction to reinforcement learning \nDRL
agents with human-like behaviors \nApplying DRL to complex situations \n
\nAbout the reader \nFor developers with basic deep learning experience. \n
\nAbout the author \nMiguel Morales works on reinforcement learning at
Lockheed Martin and is an instructor for the Georgia Institute of Technology’s
Reinforcement Learning and Decision Making course.

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