Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments

03/29/2011

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by   Yi Sun, et al.

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To maximize its success, an AGI typically needs to explore its initially unknown world. Is there an optimal way of doing so? Here we derive an affirmative answer for a broad class of environments.