Gilad Wisney – Medium

Published in Towards Data Science

·Apr 25, 2019

Deep Reinforcement Learning and Monte Carlo Tree Search With Connect 4

In the previous article I wrote about how to implement a reinforcement learning agent for a Tic-tac-toe game using TD(0) algorithm. I implemented 2 kinds of agents. The first is a tabular reinforcement learning agent which means that the value function is stored as a table that contains all the…

Machine Learning

8 min read

Deep Reinforcement Learning and Monte Carlo Tree Search With Connect 4

Published in Towards Data Science

·Jan 28, 2019

Reinforcement Learning and Deep Reinforcement Learning with Tic Tac Toe

In this article I want to share my project on implementing reinforcement learning and deep reinforcement learning methods on a Tic Tac Toe game. The article contains: 1. Rigorous definition of the game as a Markov decision process. 2. How to implement the reinforcement learning method, called TD(0), to create…

Machine Learning

7 min read

Reinforcement Learning and Deep Reinforcement Learning with Tic Tac Toe