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SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+$21.49
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SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+ 1 Introduction ... 1 2 Intelligent Agents ... 36 II Problem-solving 3 Solving Problems by Searching ... 63 4 Search in Complex Environments ... 110 5 Adversarial S...
qmqm qmqm 24 Deep Learning for Natural Language Processing ...
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qmqm qmqm 25 Computer Vision ...
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qmqm qmqm 26 Robotics ...
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VII Conclusions qm
qmqm qmqm 27 Philosophy, Ethics, and Safety of AI ...
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qmqm qmqm 28 The Future of AI
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, EXERCISES q m q m
1
INTRODUCTION
Note that for many of the questions in this chapter, we give references where answers can be fo
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und rather than writing them out—the full answers would be far too long.
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1.1 What Is AI?
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Exercise 1.1.#DEFA qm
Define in your own words: (a) intelligence, (b) artificial intelligence, (c) agent, (d) ra-
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tionality, (e) logical reasoning.
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a. Dictionary definitions of intelligence talk about “the capacity to acquire and apply kn
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owledge” or “the faculty of thought and reason” or “the ability to comprehend and pro
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fit from experience.” These are all reasonable answers, but if we want something qua
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ntifiable we would use something like “the ability to act successfully across a wide rang
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e of objectives in complex environments.”
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b. We define artificial intelligence as the study and construction of agent programs that
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perform well in a given class of environments, for a given agent architecture; they do t
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he right thing. An important part of that is dealing with the uncertainty of what the cu
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rrent state is, what the outcome of possible actions might be, and what is it that we real
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ly desire. qm
c. We define an agent as an entity that takes action in response to percepts from an envi-
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ronment.qm
d. We define rationality as the property of a system which does the “right thing” given
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what it knows. See Section 2.2 for a more complete discussion. The basic concept is
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