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Skill is sometimes confused for intelligence. That's a category error. Intelligence is the ability to efficiently turn the resources at your disposal into new skills at arbitrary tasks. Intelligence is a conversion ratio between information (priors and experience) and skills.
Because priors, experience, task-specific skill, and task novelty can all be formally quantified via algorithmic information theory, we can also quantify intelligence in this way.
I disagree. We often say that an action was a "smart move" because it was much more effective than the alternatives. Intelligent behavior == a lot of smart moves. Your view is very "learning centric". Maybe we need to catalogue the various kinds of intelligence?
Intelligent behavior is adaptable behavior. If your "behavior program" is capable of improvising in novel situations, it matches my definition. If it can't adapt and generalize to novelty, it isn't intelligent.
Would task novelty be related with the Kolmogorov complexity?
A very utilitarian definition. But well, definitions were made to be made.
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