Learning to play slot cars and Atari 2600 games in just minutes

ICLR 2018  ·  Lionel Cordesses, Omar Bentahar, Julien Page ·

Machine learning algorithms for controlling devices will need to learn quickly, with few trials. Such a goal can be attained with concepts borrowed from continental philosophy and formalized using tools from the mathematical theory of categories... Illustrations of this approach are presented on a cyberphysical system: the slot car game, and also on Atari 2600 games. read more

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