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Hands-On Machine Learning with C# by Matt R. Cole

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Risk versus Reward – Reinforcement Learning

In this chapter, we will go a little deeper and learn about one of the hot topics in machine learning: reinforcement learning. We will cover several exciting examples to show how you can use this in your application. We'll go over a few algorithms, and then after our first, more formal example, we will take you to a final exciting example that you are sure to enjoy!

The following topics will covered in this chapter:

  • Overviewing reinforcement learning
  • Types of learning
  • Q-learning
  • SARSA
  • Running our application
  • Tower of Hanoi

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