Artificial Intelligence: A Modern Approach
3rd Edition
ISBN: 9780136042594
Author: Stuart Russell, Peter Norvig
Publisher: Prentice Hall
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Textbook Question
Chapter 2, Problem 5E
Define in your own words the following terms: agent, agent function, agent
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Explain the difference between Utility based and reflex based agent?
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The concept of logical agents can be defined as – “The idea is that an agent can represent knowledgeof its world, its goals and the current situation by sentences in logic and decide what to do byinferring that a certain action or course of action is appropriate to achieve its goals.”And most of the automated systems and devices are built based on this concept.a) How effective it is to use propositional logic for designing a logical agent rather than using otherlogic (First Order, Temporal, Fuzzy, etc.)? Describe with an example.
Chapter 2 Solutions
Artificial Intelligence: A Modern Approach
Ch. 2 - Suppose that the performance measure is concerned...Ch. 2 - Let us examine the rationality of various...Ch. 2 - Prob. 3ECh. 2 - For each of the following activities, give a PEAS...Ch. 2 - Define in your own words the following terms:...Ch. 2 - Prob. 6ECh. 2 - Prob. 7ECh. 2 - Implement a performance-measuring environment...Ch. 2 - Prob. 9ECh. 2 - Prob. 10E
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- 2. Define in your own words (in one or two sentences): simple reflex agents, model-based reflex agents, goal-based agents, utility-based agents, learning agents.arrow_forwardIt uses just condition-action rules where the rules are like the form “if … then …” Goal-based agents Utility-based agents Simple Reflex Agent otherarrow_forwardNon-monotonous thinking involves some degree of ambiguity and incompleteness.arrow_forward
- Reasoning models may be classified as either rule-based, model-based, or case-based. Provide an example of one of their numerous flaws.arrow_forwardWhy is the Simple Reflex Agent regarded as the most basic type of agent?arrow_forwardWhy are condition-action rules crucial in agent design?arrow_forward
- It is possible to differentiate between rule-based, model-based, and case-based reasoning models. Give an example of a weakness they have.arrow_forwardWhat are the areas of agreement and disagreement between reinforcement theory and goal-setting theory?arrow_forwardExplain rational agents and rationality?arrow_forward
- Write a comparison and contrast assignment comparing the ethical system theory to the ethical reasoning framework.arrow_forwardIn the following paragraphs, a more in-depth discussion will be had on all of the primary qualities and behaviours associated with descriptive models.arrow_forward1. What are reflex agent, model-based agent, goal-based agent, utility-based agent, and learning agent being used for in the real world application/products?arrow_forward
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