Principles of Solomonoff Induction and AIXI

Details Principles of Solomonoff Induction and AIXI Principles of Solomonoff Induction and AIXI

2011-11-25

arxiv.org/abs/1111.6117v1

Computer Science

Artificial Intelligence

14 LaTeX pages

Scientific paper

We identify principles characterizing Solomonoff Induction by demands on an
agent's external behaviour. Key concepts are rationality, computability,
indifference and time consistency. Furthermore, we discuss extensions to the
full AI case to derive AIXI.

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