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What do predictive coders want?
2016
Synthese
The so-called "dark room problem" makes vivd the challenges that purely predictive models face in accounting for motivation. I argue that the problem is a serious one. Proposals for solving the dark room problem via predictive coding architectures are either empirically inadequate or computationally intractable. The Free Energy principle might avoid the problem, but only at the cost of setting itself up as a highly idealized model, which is then literally false to the world. I draw at least one
doi:10.1007/s11229-016-1250-6
fatcat:eu5sqtdgdba5lmgixy6jho3vua