Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments

Yi Sun, Faustino J. Gomez, Jürgen Schmidhuber. Planning to Be Surprised: Optimal Bayesian Exploration in Dynamic Environments. In Jürgen Schmidhuber, Kristinn R. Thórisson, Moshe Looks, editors, Artificial General Intelligence - 4th International Conference, AGI 2011, Mountain View, CA, USA, August 3-6, 2011. Proceedings. Volume 6830 of Lecture Notes in Computer Science, pages 41-51, Springer, 2011. [doi]

Abstract

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