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Universal Imitation Games
May 6, 2024, 4:42 a.m. | Sridhar Mahadevan
cs.LG updates on arXiv.org arxiv.org
Abstract: Alan Turing proposed in 1950 a framework called an imitation game to decide if a machine could think. Using mathematics developed largely after Turing -- category theory -- we analyze a broader class of universal imitation games (UIGs), which includes static, dynamic, and evolutionary games. In static games, the participants are in a steady state. In dynamic UIGs, "learner" participants are trying to imitate "teacher" participants over the long run. In evolutionary UIGs, the participants …
abstract alan alan turing analyze arxiv class cs.ai cs.lg dynamic framework game games machine mathematics theory think turing type universal
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