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Nov, 2011
Solomonoff归纳原理与AIXI原理
Principles of Solomonoff Induction and AIXI
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Peter Sunehag, Marcus Hutter
TL;DR
探讨Solomonoff归纳的原则及其对智能体行为的影响，关键概念为理性、可计算性，冷漠和时间一致性，并讨论其扩展到AIXI的全面人工智能案例。
Abstract
We identify principles characterizing
solomonoff induction
by demands on an agent's external behaviour. Key concepts are
rationality
,
computabili
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