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Tic-tac-toe reinforcement learning with C#

· 9 min read

A couple of weeks ago I wanted to take a look at reinforcement learning and possibly work on a very simple sample in C#. In search for a book to learn some basics I found Reinforcement Learning: An Introduction suggested in multiple places. The book is available for free as a PDF on the linked website, so I thought it would be a good starting point.

The book offers in the very first chapter, a tic-tac-toe example where an algorithm is described, albeit with not too much details. I decided to try to implement a C# version of that. Plenty of implementations are available online and the authors offer a lisp version on their website, so there is a wide range of option to explore and evaluate.