Principles of Solomonoff Induction and AIXI
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Sunehag, Peter
Hutter, Marcus
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Springer
Abstract
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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Proceedings of Solomonoff 85th Memorial Conference
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Restricted until
2037-12-31
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