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2.18 MB
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Document Information
Type:
Academic text / report page
File Size:
2.18 MB
Summary
This document discusses the limitations of Legg and Hutter's model of intelligent agents when applied to real-world scenarios, particularly regarding the separation of reward mechanisms from cognition. The text argues that biological intelligence often involves self-defined goals rather than external rewards and proposes treating external rewards as a theoretical test framework rather than an architectural necessity. It contrasts this approach with IQ tests, suggesting that formal definitions of intelligence can be inferred from real-world behavior.
Organizations (1)
| Name | Type | Context |
|---|---|---|
| House Oversight Committee |
Relationships (1)
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Key Quotes (4)
"A notable aspect of the Legg and Hutter formalism is the separation of the reward mechanism from the cognitive mechanisms of the agent."Source
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Quote #1
"Not all human intelligent activity is specifically reward-seeking in nature"Source
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"formal measures like the universal, pragmatic and efficient pragmatic general intelligence are viewed as not directly applicable to real-world intelligences"Source
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"In a sense, this interpretation makes our formalized measures of intelligence the opposite of real-world IQ tests."Source
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