Page 195 - Deep Learning
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178                         Adaptation

            of stating this theory is not to assert something new, but to assert that what
            everybody  knows  is  the  theory  of  behavior  that  the  behaviorists  failed  to
            bequeath us, or a first approximation thereof. The task of this theory is not to
            predict behavior but to describe what human behavior is like. it complements
            the theory of analytic thinking in Chapter 4 by fleshing out the action side of
            the cognitive architecture.


                                   The Units of Behavior

            in physical terms, a person’s behavior is continuous and, if sleep counts as a
            behavior, lasts from birth to death, but we spontaneously parse the stream of
            movements into discrete and qualitative units: pour the water, push the button,
            open the window, slice the loaf, and so on. An action is a unit of behavior that
            has a relatively well-defined beginning, unfolds in a certain manner and has
            a relatively well-defined end. Strictly speaking, a phrase like pour the water
            references an action type, and each event in which someone pours water is a
            token of that type. The ease with which both adults and children refer to action
            types in ordinary conversation implies that we possess mental representations
            of such types. Verb phrases like pour the water, pass the butter and open the
            door are overt expressions of those representations.
               Complex actions break down into recognizable parts. Consider make tea,
            which is made up of, at least, boil the water, fetch the tea leaves, fetch a cup, fetch
            a strainer, place tea leaves in strainer and pour the water through the strainer.
            The breakdown into parts can be pursued further. Boil the water is composed
            of, for example, fetch the pan, fill the pan with water, turn on the stove, and so
            on. if we continue the analysis, we reach a point at which the actions are so
            simple that we cannot discern any meaningful parts. The action turn the faucet
            is a case in point. Cognitive theory shares with common sense the inclination
            to accept units like push the button and turn the faucet as elementary actions,
            atoms of behavior that cannot be further divided.
               in  cognitive  analyses,  the  individuation  of  elementary  actions  abstracts
            from the physical aspects of movements. Consider the domain of chess. An
            elementary action in this task domain is to move a chess piece from one square
            to another. The move has to follow the rules that apply to that piece, differ-
            ent rules for different pieces. But it does not matter, from the point of view
            of chess, by which physical movement a chess piece is moved. A piece can
            be moved with the left hand, the right hand, the mouth or even grasped by a
            foot. in Kungsträdgården, a park in downtown Stockholm, Sweden, there is a
            giant chessboard painted on the ground and the park service supplies wooden
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