MonteGammon

a Monte Carlo backgammon AI

##TODO

1. Represent Board/Game state
2. Player vectors, list howmany pieces are on each spot for each player
3. Which turn
4. Moves
5. last roll
6. Printing
7. Generate valid moves
8. Moves are applied to boards, to make applied board states.
9. consider pieces on bar waiting to re-enter
10. should double moveable pieces for doubles
11. Detect Duplicates
12. Roll Dice
13. Randomly select valid move
14. Always select for bearoff
15. Protect lone piece
16. Capture lone piece
17. Rollout for all valid moves at first level (2-4 until completion)
18. Play random games until completion
19. make a branch for each valid move
20. collect stats on each move, W vs L vs D
21. Compare branches for best move
22. show base and roll
23. show best moves
24. PDF Presentation
25. Multithreaded
26. Identify performance issues