mlsdpk/alphazero-checkers-pygame

alphazero-checkers-pygame's Issues

Multiple capture mode

To implement multiple capturing mode, need to discuss later in this issue section.

To visualize the player turn

Current game doesn't show the player turn. Please implement the feature accordingly. @Awthura

Improvement of README file

It would be nice to have a properly written readme file including:

• Project overview
• Project dependencies
• How to run
• etc...

Decision for win/loss/draw

Need to discuss how to decide win/loss/draw conditions.

Fix Bug for capture mode and valid piece combination

I have discovered a bug which might be related to issue #10 and #7
The bug is triggered in second, third, sixth and seventh ranks where there are multiple valid pieces available to capture a single piece.

As we can see in the above photo, the code thinks capturable piece as a free square. and we can actually move to that square, removing the piece.

@mlsdpk @aungmcs @aungpaing98

To implement capture mode

Implementation for KING piece movements

This can be implemented after issue #12 is solved.

Implementation of MiniMax algorithm

We need some kind of AI to play with and evaluate our agent after training. There are many algorithms we can implement and in this project, we can try the MiniMax algorithm with and without alpha-beta pruning.

Priorities in Force Capture Mode

Whether it should put more priorities to 2 steps capture mode than 1 step capture mode.