Learning: Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

Question

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Answer 1

Question

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

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42. a. In what sense is learning by imitation similar to learning by supervised training? b. In what sense is learning by imitation different from learning by supervised training?

Which of the following is not a valid assertion regarding supervised learning?

Explain briefly what supervised, unsupervised, and reinforcement learning are.

Answer 2

Question

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

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Answer 3

Question

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

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Answer 4

Question

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

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Answer 5

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

Answer 6

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

Answer 7

Chapter 11, Problem 42CRP

a.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of the level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

Answer 8

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

Answer 9

b.

Program Plan Intro

Learning:

Learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own. On the basis of level of human intervention required, machine learning is classified. Learning by imitation is the first level of learning in which the task is directly demonstrated by the person and then the steps are recorded by the computer. Learning by supervised training is the next level of learning in which the correct example is selected by the person from a series of examples and then the algorithm is developed for that example by an agent.

Answer 10

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Answer 11

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Answer 12

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Answer 13

Ch. 11.1 - Prob. 1QE Ch. 11.1 - Prob. 2QE Ch. 11.1 - Prob. 3QE Ch. 11.1 - Prob. 4QE Ch. 11.1 - Prob. 5QE Ch. 11.2 - Prob. 1QE Ch. 11.2 - Prob. 2QE Ch. 11.2 - Prob. 3QE Ch. 11.2 - Prob. 4QE Ch. 11.2 - Identify the ambiguities involved in translating...

Solution Summary: The author explains that learning is the characteristic feature of human being to acquire knowledge about something. Computer based agents are taught by installing a new program while intelligent agents can learn on their own.

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