Diverse Consequences of Algorithmic Probability

Details Diverse Consequences of Algorithmic Probability Diverse Consequences of Algorithmic Probability

2011-07-14

arxiv.org/abs/1107.2788v2

Computer Science

Information Theory

Scientific paper

We reminisce and discuss applications of algorithmic probability to a wide range of problems in artificial intelligence, philosophy and technological society. We propose that Solomonoff has effectively axiomatized the field of artificial intelligence, therefore establishing it as a rigorous scientific discipline. We also relate to our own work in incremental machine learning and philosophy of complexity.

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