Model-based learning problem taxonomies

Behavioral and Brain Sciences 20 (1):73-74 (1997)
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Abstract

A fundamental problem with the Clark & Thornton definition of a type-1 problem (requirement 2) is identified. An alternative classical statistical formulation is proposed where a type-1 (learnable) problem corresponds to the case where the learning machine is capable of representing its statistical environment.

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10.1017/s0140525x97300028

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