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Backgammon has been studied considerably by computer scientists. Neural networks and other approaches have offered significant advances to software for gameplay and analysis. With 15 white and 15 black counters and 24 possible positions, backgammon has 18 quintillion possible legal positions. The first strong computer opponent was BKG 9.8.
Backgammon opening theory is not developed in as much detail as opening theory in chess, which has been widely studied. This is because following the first move in backgammon, there are 21 dice roll outcomes on each subsequent move and many alternative plays for each outcome. Therefore, the tree of possible positions in backgammon expands much ...
For example, on the opening play, the conventional wisdom was that given a roll of 2-1, 4-1, or 5-1, White should move a single checker from point 6 to point 5. Known as "slotting", this technique trades the risk of a hit for the opportunity to develop an aggressive position. TD-Gammon found that the more conservative play of 24-23 was superior.
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