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SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell 2024 || All Chapters A+

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SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell 2024 || All Chapters A+ INTRODUCTION Note that for many of the questions in this chapter, we give references where answers can be found rather than writing them out—the full answers would be far too long. 1.1 What Is AI? Exercise 1.1.#DEFA Define in your own words: (a) intelligence, (b) artificial intelligence, (c) agent, (d) rationality, (e) logical reasoning. a. Dictionary definitions of intelligence talk about “the capacity to acquire and apply knowledge” or “the faculty of thought and reason” or “the ability to comprehend and profit from experience.” These are all reasonable answers, but if we want something quantifiable we would use something like “the ability to act successfully across a wide range of objectives in complex environments.” b. We define artificial intelligence as the study and construction of agent programs that perform well in a given class of environments, for a given agent architecture; they do the right thing. An important part of that is dealing with the uncertainty of what the current state is, what the outcome of possible actions might be, and what is it that we really desire. c. We define an agent as an entity that takes action in response to percepts from an environment. d. We define rationality as the property of a system which does the “right thing” given what it knows. See Section 2.2 for a more complete discussion. The basic concept is perfect rationality; Section ?? describes the impossibility of achieving perfect rationality and proposes an alternative definition. e. We define logical reasoning as the a process of deriving new sentences from old, such that the new sentences are necessarily true if the old ones are true. (Notice that does not refer to any specific syntax or formal language, but it does require a well-defined notion of truth.) Exercise 1.1.#TURI Read Turing’s original paper on AI (Turing, 1950). In the paper, he discusses several objections to his proposed enterprise and his test for intelligence. Which objections still carry

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