What is the math behind the ability for computers to grade homework?

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User Par, has given me a great answer to the question.

I know that I wrote a poorly asked question, and now understand that I should ask about machine learning. I thought there was some deep mathematics behind the ability for a computer to grade an essay; I was wrong. What I want to ask about is the mathematics that allows computers to learn. The only term I knew before Par gave a great answer, was AI. Searching for AI on the internet, mostly tells me about a movie with Will Smith. I know this is not a detailed mathematics question about some function; however, I don't really know where to start to read about the mathematics that is used to make computers learn.

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Nowhere reputable will use a computer to mark an assignment that is qualitative (e.g. an English essay).

Computers are frequently used to mark homework in these scenarios:

  1. Multiple choice questions.
  2. Questions that have numerical answers (e.g. https://en.wikipedia.org/wiki/LON-CAPA).
  3. Programming assignments where the user is given boiler-plate code and asked to fill in the remainder (courses on http://www.coursera.org use this method).

Sometimes, machine learning techniques are used to verify if a student has plagiarized (e.g. http://www.turnitin.com/).

Also, this is off-topic (-1).

Edit: Removed my downvote in response to the author's clarification.