Recent news coverage has highlighted how computer programs trained with reinforcement learning are now beating human players in board and video games. Reinforcement learning is a type of machine learning that enables the use of artificial intelligence in complex applications from video games to robotics, self-driving cars, and more.

If you’re interested in using reinforcement learning technology for your project, but you’ve never used it before, where do you begin?

This ebook, the second of a series of three, helps you get started with reinforcement learning in MATLAB® and Simulink® by explaining the terminology and providing access to examples, tutorials, and trial software.

Read this ebook to learn about:

  • Exploration vs. exploitation
  • Rewards and proper reward formulation
  • Policies and policy representations
  • Neural networks in reinforcement learning

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