The The Reinforcement Learning Workshop: Learn how to apply cutting-edge reinforcement learning algorithms to a wide range of control problems
Author:   Alessandro Palmas ,  Emanuele Ghelfi ,  Dr. Alexandra Galina Petre ,  Mayur Kulkarni
Publisher:   Packt Publishing Limited
ISBN:  

9781800200456


Pages:   822
Publication Date:   18 August 2020
Format:   Paperback
Availability:   Available To Order   Availability explained
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The The Reinforcement Learning Workshop: Learn how to apply cutting-edge reinforcement learning algorithms to a wide range of control problems


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Author:   Alessandro Palmas ,  Emanuele Ghelfi ,  Dr. Alexandra Galina Petre ,  Mayur Kulkarni
Publisher:   Packt Publishing Limited
Imprint:   Packt Publishing Limited
ISBN:  

9781800200456


ISBN 10:   1800200455
Pages:   822
Publication Date:   18 August 2020
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Table of Contents Introduction to Reinforcement Learning Markov Decision Processes and Bellman Equations Deep Learning in Practice with TensorFlow 2 Getting Started with OpenAI and TensorFlow for Reinforcement Learning Dynamic Programming Monte Carlo Methods Temporal Difference Learning The Multi-Armed Bandit Problem What Is Deep Q Learning? Playing an Atari Game with Deep Recurrent Q Networks Policy-Based Methods for Reinforcement Learning Evolutionary Strategies for RL

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Author Information

Alessandro Palmas has more than 7 years of proven expertise in software development for advanced scientific applications and complex software systems. Emanuele Ghelfi is a computer science and machine learning engineer. Dr. Alexandra Galina Petre is a machine learning and data science expert. Mayur Kulkarni works in the machine learning research team at Microsoft. Anand N.S. has a strong hands-on track record of working on applications for artificial intelligence. Quan Nguyen is a programmer with a special interest in artificial intelligence. Aritra Sen currently works as a data scientist in Ericsson. Anthony So is an outstanding leader with more than 13 years of experience. Saikat Basak is a data scientist and a passionate programmer.

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