Reinforcement Learning
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| Published in: | Artificial Intelligence Engines - A Tutorial Introduction to the Mathematics of Deep Learning p. 1 |
|---|---|
| Main Author: | |
| Format: | Book Chapter |
| Language: | English |
| Published: |
Packt Publishing
2020
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| Subjects: | |
| ISBN: | 9781916279117, 1916279112 |
| Online Access: | Get full text |
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| Author | Stone James V |
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| Copyright | 2020 |
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| PublicationTitle | Artificial Intelligence Engines - A Tutorial Introduction to the Mathematics of Deep Learning |
| PublicationYear | 2020 |
| Publisher | Packt Publishing |
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| SubjectTerms | General References Software Engineering |
| TableOfContents | 10.1 Introduction
10.2 What's the Problem?
10.3 Key Quantities
10.4 Markov Decision Processes
10.5 Formalising the Problem
10.6 The Bellman Equation
10.7 Learning State-Value Functions
10.8 Eligibility Traces
10.9 Learning Action-Value Functions
10.10 Balancing a Pole
10.11 Applications
10.12 Summary |
| Title | Reinforcement Learning |
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