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Actually, speed in bots has more to do with game tree size (complexity) than number representation. i.e. chess has an 8x8 discrete (integer) board and the top AIs in the world are incredibly complex and slow.

Want to make bots run fast? Add a real-time constraint (skipped turns), like Robocode has.