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Elephants Don't Play Chess.pdf

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🔗 Source: web.archive.org
📊 Size: 135 KB
📄 Pages: 12 pages
⬇️ Downloads: 145

Summary

The traditional approach to Artificial Intelligence has focused on abstract symbol manipulation, but this has limitations due to its disconnection from physical reality. An alternative approach, based on the physical grounding hypothesis, emphasizes ongoing physical interaction with the environment as the primary source of constraint on intelligent system design. This approach, known as nouvelle AI or situated activity, decomposes intelligence into individual behavior-generating modules that cooperate to produce complex behaviors, rather than functional information processing modules. The symbol system hypothesis, which underlies classical AI, assumes that intelligence operates on a system of symbols, but this has several limitations, including the need for a general-purpose vision system and the inadequacy of simple symbols to represent a chaotic world. Nouvelle AI offers a more promising approach, with significant successes and potential for future development.

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Description

The traditional approach to Artificial Intelligence has focused on abstract symbol manipulation, but this has limitations due to its disconnection from...

Technical Information

  • File Format: PDF
  • File Size: 135 KB
  • Pages: 12
  • Language: EN
  • Total Downloads: 145
  • Last Updated: 3 weeks ago

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