The Development of Embodied Cognition: Six Lessons from Babies - - PowerPoint PPT Presentation

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The Development of Embodied Cognition: Six Lessons from Babies - - PowerPoint PPT Presentation

Nov 15, 2023 256 likes •377 views

The Development of Embodied Cognition: Six Lessons from Babies Linda Smith and Michael Gasser Presented by: Angela Lin What lessons can we apply from the development of babies to the creation of AI systems? 1. Be multi-modal Vision Touch

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The Development of Embodied Cognition: Six Lessons from Babies

Linda Smith and Michael Gasser Presented by: Angela Lin

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What lessons can we apply from the development of babies to the creation of AI systems?

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  • 1. Be multi-modal

Vision Touch

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  • 2. Be incremental.
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  • 3. Be physical.
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  • 4. Explore
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  • 5. Be social
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  • 6. Learn a Language
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Strengths and Weaknesses

  • Identifies key lessons from

developmental psychology that may be transferred the artificial intelligence

  • It is not yet clear how we can

apply all of these lessons.

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Open Questions and Likely Extensions

  • How can we incorporate the “Be physical” lesson into our AI systems?
  • Apply the notion of orthogonality in language to learning algorithms for better

generalization

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Recap: Six Lessons from Babies

  • 1. Be multi-modal
  • 2. Be incremental
  • 3. Be physical
  • 4. Explore
  • 5. Be social
  • 6. Learn a language