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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.
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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.
To facilitate discussion of match play strategy, scores are "normalised", i.e. referred to in terms of the number of points each player is away from victory. For example, if a player is leading 3-2 in a 5 point match, this is referred to as "2-away, 3-away" or "-2, -3"; likewise if a player leads 13-12 in a 15 point match.
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