This manifesto provides a perspective on artificial intelligence in which the ability to both learn and reason are central. It then examines the state-the-of-the-art in artificial intelligence while focusing on foundation models and neurosymbolic artificial intelligence.

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A Learning and Reasoning Manifesto

  • Luc De Raedt,
  • Fredrik Heintz,
  • Kristian Kersting,
  • Giuseppe Marra

摘要

This manifesto provides a perspective on artificial intelligence in which the ability to both learn and reason are central. It then examines the state-the-of-the-art in artificial intelligence while focusing on foundation models and neurosymbolic artificial intelligence.