Book - The Road to General Intelligence:
"Intelligence is not the ability to deal with a fully known environment, but rather the ability to
deal with some range of possibilities which cannot be wholly anticipated. What is important
then is that the individual is able to quickly learn and adapt so as to perform as well as
possible over a wide range of environments, situations, tasks and problems.
These observations along with others culminate in the mathematical formalism of
universal intelligence. This defines the intelligence of an agent as being equal to the
average of the returns (sum of rewards) it can obtain across all possible environments,
weighted by the complexity of those environments."
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