Investigating Human Priors for Playing Video Games

ICML, pp. 1348-1356, 2018.

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Abstract:

Deep reinforcement learning algorithms have recently achieved impressive results on a range of video games, yet they remain much less efficient than an average human player at learning a new game. What makes humans so good at solving these video games? Here, we study one aspect critical to human gameplay -- their use of strong priors that...More

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