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As a general answer, the theory suggests that organisms maximize a quantity known as model evidence, which is just a way of saying 'how much evidence does some data provide for my model of the world?'

There are two complementary ways to maximize this - change your model or change your world.

If we now grant that actions also maximize model evidence, then actions can either be conducted to sample data that make the model a better fit of the data (exploration), or they can be conducted to sample observations that are consistent with the current model (exploitation).



And the optimization process itself would determine whether updating the model or changing the world is optimal, I guess. Thanks.




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