An AI that can play any video game at human level on consumer hardware (and human-levels of sample efficiency in learning new games)
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Human levels of sample efficiency. Can you elaborate?
Human can read all the rules IRL, and after 2 matches already have meaningful gameplay. Does the AGI has to be able to read a game wiki and be able after couple matches catch the concepts of the game?
Currently computers can learn a game faster in terms of time, but they complete millions of matches during learning, being 6 orders of magnitude behind human in terms of matches.
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