Exam 10: Computer Graphics
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List two types of agent actions/responses that are more complex than mere reflect actions.
_________________
_________________
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Correct Answer:
Possible answers include: goal-directed actions and knowledge-based actions.
The diagram below represents an associative memory as described in the text. What stable state will the system reach if it is initiated with the top and left-most neurons excited and the others inhibited? 

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Correct Answer:
C
Suppose the eight-puzzle was extended to a four-by-four tray containing 11 tiles with the solved puzzle appearing as below.
What problem would occur if our heuristic search (using the-number-of-tiles-out-of-place) was applied to solve the puzzle start from the configuration below? How could that problem be overcome? 


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The search will repeatedly move the 2, 3, and 4 tiles around in the bottom right corner because doing otherwise would cause an additional tile to be moved out of its correct position. A solution is to rate the various options by the sum of the heuristic value and the number of moves required to reach the current position rather than merely the heuristic. This allows moves that increase the heuristic to ultimately look better than continuing to repeat moves that do not increase the heuristic.
A production system consists of a collection of ___________ representing various configurations of the
problem at hand, a collection of ______________ representing potential steps from one "configuration" to
another, and a ____________________ whose task is to find a solution to the problem at hand.
(Short Answer)
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In an artificial neural network, which of the following pairs of input connection weights would cause a neuron with two inputs and a threshold value of 2 to produce an output of 0 only when both of its inputs are 0?
(Multiple Choice)
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The diagram below represents an associative memory as described in the text. What stable state will the system reach if it is initiated with the top and bottom neurons excited and the others inhibited? 

(Multiple Choice)
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If the heuristic being used is the-number-of-tiles-out-of-place, which of the following eight-puzzle will be given priority for further consideration by a heuristic search?
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At what "stage" of analysis are the sentences There were exactly twelve books on the table.
And
There were twelve books on the table, no more and no less.
Recognized as saying the same thing?
(Multiple Choice)
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Which of the following learning technique results in an agent merely performing a pre-recorded sequence of steps?
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The diagram below represents an associative memory as describe in the text. Under what condition will the center neuron become excited? 

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Which of the following programming methodologies seeks to develop software by a "trial and error" approach?
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Which of the following is actually constructed during a heuristic search?
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How does the process of "programming" an artificial neural network differ from the traditional programming process?
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At what "stage" of analysis is the meaning of the word ball in the following sentence determined?
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Place an X in each blank below that is associated with a statement that would be considered true by a closed-world database containing only the statement "Kermit is a frog OR Miss Piggy is an actress."
_____ Kermit is a frog.
_____ Miss Piggy is not an actress.
_____ Kermit is not a frog AND Miss Piggy is not an actress.
_____ Kermit is not a frog.
(Short Answer)
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In an artificial neural network, what must be true about the threshold value of a neuron that processes an output of 1 when all of its inputs are 0?
(Multiple Choice)
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Place an X in the blanks below that are associated with tasks that could likely be performed by means of relatively simple pattern matching methods as opposed to requiring advanced image analysis techniques.
____ Identifying characters on a printed page
____ Identifying one domino from another
____ Distinguishing the parts of a photograph that represent living organic entities as opposed to inert objects.
____ Distinguishing photographs of family outings from those of business meetings
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