Problems in AI

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Artificial Intelligence[1]

I used this material from my course: knowledge-based AI:


  1. All intelligent agents have limited resources
  2. Computation is local, but problems have a global contextThe circumstances that form the setting for an event, statement, or idea, and in terms of which it can be fully understood and assessed.
  3. Computational logic is deductive, but many problems are inductive
  4. World knowledge is dynamic but knowledge is limited
  5. How can we get an AI agent to explainGive a detailed account including reasons or causes. or justifyGive valid reasons or evidence to support an answer or conclusion. it's decisions?


  1. Data arrives incrementally
  2. Problems exhibit recurring patterns
  3. Problems have multiple levels of granularity
  4. Many problems are computationally intractable
  5. The world is dynamic, but knowledge of the world is static
  6. The world in open-ended, but knowledge is limited.



References