JoinEm.io

Description:

ML-based implementation of a popular board game that revolves around connecting player's chips in a neat row of four. Features:

Technology Stack:

• Python
• Pyglet
• PyTorch
• SciPy stack
• OpenAI Gym

Sample Run:

Rough demo recording (blue being the AI-based opponent):

Iterations Outline:

1. 30.04 - 06.05:

   Technology research and code structure planning

2. 07.05 - 13.05

   Initial GUI and application logic, continued technology research

3. 14.05 - 20.05

   Basic code for AI opponent

   GUI finishing touches

4. 21.05 - 27.05

   ML method choice and attempts at implementing AI-players

5. 28.05 - 06.05

   Finishing the AI part of the project

Contributors:

• Jakub Szumilas
• Karol Szeliga
• Grzegorz Zelek