Reinforcement Learning
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| Published in: | Artificial Intelligence Engines - A Tutorial Introduction to the Mathematics of Deep Learning p. 1 |
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| 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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Table of Contents:
- 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