Kaj_Sotala comments on The Irrationality Game - Less Wrong
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Not for games like Civilization they can't. Especially not if they're also supposed to deal with mods that add entirely new features.
Some EURISKO-type engine that could play a lot of games against itself and then come up with good strategies (and which could be rerun after each rules change) would be a huge step forward.