Monte Carlo Tree Search🔗
Abstract🔗
Monte Carlo Tree Search is an algorithm for game tree search most famous for its application in AlphaGo. I will give a tutorial on this algorithm, which will include a significant practical component in Python. A very basic understanding of Python and Numpy will be useful for students wishing to complete the practical component independently.
Speaker🔗
Class material🔗
Slides (starts at slide 41)
Code
Notebook on colab implementing the same code as above with solutions to the exercices