This repository is used to develop an AI for the Quoridor Game. In this part of the project, we try to optimize the AI.

• Activation functions :
  1. ReLU
  2. Leaky ReLU
  3. Hyperbolic tangent
  4. SWISH
• E-Greedy :
  1. Decreasing
  2. Bruit
• Soft-max
• Modification of the GUI :
  1. Can choose the value of the decreasing E-greedy and the speed of the decay rate
  2. Can choose which gloutonne strategy and mix Soft-max and E-greedy
  3. Can choose the activation function
• Can now train the IA and compare it with more than 1 wall

• Numpy,os,sys libraries
• Python3
• IA_partie2.py
• partie4.py
• utils_partie2.py

• Get the file tournoi.py and you will need :
  1. IA_partie2.py
  2. utils_partie2.py
  3. partie4.py
• Open your terminal and use the cmd :
  1. python3 tournoi.py nb_of_games_to_train_the_AI name_of_new_file.npz
  2. i.e : python3 tournoi.py 10000 my_new_AI.npz

Now you know everything you need to modify, use and enjoy this program ! 👌

This project has been made as a Year Project in my Computer Science freshman year at the University of Brussels. Credits to : Gwenaël Joret, Charlotte Nachtegael, Arnaud Pollaris, Cédric Ternon, Jérôme De Boeck.