Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments

Details Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments

2011-03-29

arxiv.org/abs/1103.5708v1

Computer Science

Artificial Intelligence

Scientific paper

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.

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