100% satisfaction guarantee Immediately available after payment Both online and in PDF No strings attached
logo-home
SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+ $15.99
Add to cart

Exam (elaborations)

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

 2 purchases
  • Course
  • Artificial Intelligence: A Modern Approach
  • Institution
  • Artificial Intelligence: A Modern Approach

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...

[Show more]

Preview 4 out of 701  pages

  • October 3, 2024
  • 701
  • 2024/2025
  • Exam (elaborations)
  • Questions & answers
  • 9781292401171
book image

Book Title:

Author(s):

  • Edition:
  • ISBN:
  • Edition:
  • Artificial Intelligence: A Modern Approach
  • Artificial Intelligence: A Modern Approach
avatar-seller
Smartdove
SOLUTIONS & INSTRUCTOR MANUAL
Artificial Intelligence: A Modern Approach, 4th Edition
by Peter Norvig and Stuart Russell, Chapters 1 – 28

,Artificial Intelligences




1 Introduction ...
ssss s s s




2 Intelligent Agents ...
ssss s s s s




II Problem-solving
s




3 Solving Problems by Searching ...
ssss s s s s s s




4 Search in Complex Environments ...
ssss s s s s s s




5 Adversarial Search and Games ...
ssss s s s s s s




6 Constraint Satisfaction Problems ...
ssss s s s s s




III Knowledge, reasoning, and planning
s s s s




7 Logical Agents ...
ssss s s s s




8 First-Order Logic ...
ssss s s s s




9 Inference in First-Order Logic ...
ssss s s s s s




10 Knowledge Representation ...
ssss s s s s




11 Automated Planning ...
ssss s s s s




IV Uncertain knowledge and reasoning
s s s s




12 Quantifying Uncertainty ...
ssss s s s s




13 Probabilistic Reasoning ...
ssss s s s s




14 Probabilistic Reasoning over Time ...
ssss s s s s s s




15 Probabilistic Programming ...
ssss s s s s




16 Making Simple Decisions ...
ssss s s s s s




17 Making Complex Decisions ...
ssss s s s s s




18 Multiagent Decision Making ...
ssss s s s s s




V Machine Learning
s s

, 19 Learning from Examples ...
ssss s s s s s




20 Learning Probabilistic Models ...
ssss s s s s s




21 Deep Learning ...
ssss s s s s




22 Reinforcement Learning ...
ssss s s s s




VI Communicating, perceiving, and acting
s s s s




23 Natural Language Processing ...
ssss s s s s s




24 Deep Learning for Natural Language Processing ...
ssss s s s s s s s s




25 Computer Vision ...
ssss s s s s




26 Robotics ...
ssss s s s




VII Conclusions
s




27 Philosophy, Ethics, and Safety of AI ...
ssss s s s s s s s s




28 The Future of AI
ssss s s s s

, EXERCISES s s

1
INTRODUCTION
Notesthatsforsmanysofsthesquestionssinsthisschapter,swesgivesreferencesswheresanswersscansbesfo
undsrathersthanswritingsthemsout—thesfullsanswersswouldsbesfarstooslong.

1.1 What Is AI?
s s s




Exercises1.1.#DEFA
Definesinsyoursownswords:s (a)sintelligence,s(b)sartificialsintelligence,s(c)sagent,s(d)sra-
stionality,s(e)slogicalsreasoning.




a. Dictionarysdefinitionssofsintelligencestalksabouts“thescapacitystosacquiresandsapplyskno
wledge”sors“thesfacultysofsthoughtsandsreason”sors“thesabilitystoscomprehendsandsprofitsf
romsexperience.”s Thesesaresallsreasonablesanswers,sbutsifsweswantssomethingsquantifia
blesweswouldsusessomethingslikes“thesabilitystosactssuccessfullysacrosssaswidesrangesofsob
jectivessinscomplexsenvironments.”
b. Wesdefinesartificialsintelligencesassthesstudysandsconstructionsofsagentsprogramssthatsp
erformswellsinsasgivensclasssofsenvironments,sforsasgivensagentsarchitecture;stheysdosthes
rightsthing.s Ansimportantspartsofsthatsissdealingswithsthesuncertaintysofswhatsthescurrents
statesis,swhatsthesoutcomesofspossiblesactionssmightsbe,sandswhatsissitsthatswesreallysdesir
e.
c. Wesdefinesansagentsassansentitysthatstakessactionsinsresponsestosperceptssfromsansenvi-
sronment.

d. Wesdefinesrationalitysassthespropertysofsassystemswhichsdoessthes“rightsthing”sgivenswh
atsitsknows.s SeesSections2.2sforsasmorescompletesdiscussion.s Thesbasicsconceptsissperfec
tsrationality;sSections??sdescribessthesimpossibilitysofsachievingsperfectsrational-
sitysandsproposessansalternativesdefinition.


e. Wesdefineslogicalsreasoningsassthesasprocesssofsderivingsnewssentencessfromsold,ssuchsth
atsthesnewssentencessaresnecessarilystruesifsthesoldsonessarestrue.s(Noticesthatsdoessnotsrefer
stosanysspecificssyntaxsorsformalslanguage,sbutsitsdoessrequiresaswell-

definedsnotionsofstruth.)


Exercises1.1.#TURI
ReadsTuring’ssoriginalspapersonsAIs(Turing,s1950).s Insthespaper,shesdiscussessseveralsobjecti
onsstoshissproposedsenterprisesandshisstestsforsintelligence.sWhichsobjectionssstillscarry


©s2023sPearsonsEducation,sHoboken,sNJ.sAllsrightssreserved.

The benefits of buying summaries with Stuvia:

Guaranteed quality through customer reviews

Guaranteed quality through customer reviews

Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.

Quick and easy check-out

Quick and easy check-out

You can quickly pay through credit card or Stuvia-credit for the summaries. There is no membership needed.

Focus on what matters

Focus on what matters

Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!

Frequently asked questions

What do I get when I buy this document?

You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.

Satisfaction guarantee: how does it work?

Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.

Who am I buying these notes from?

Stuvia is a marketplace, so you are not buying this document from us, but from seller Smartdove. Stuvia facilitates payment to the seller.

Will I be stuck with a subscription?

No, you only buy these notes for $15.99. You're not tied to anything after your purchase.

Can Stuvia be trusted?

4.6 stars on Google & Trustpilot (+1000 reviews)

64302 documents were sold in the last 30 days

Founded in 2010, the go-to place to buy study notes for 15 years now

Start selling

Recently viewed by you


Package deal ·

(0)

MATH 399N Week 1,2,3,4,5,6,7, Homework, iLab, Quiz, MyStatLab Homework , MATH 399N Applied Managerial Statistics- Chamberlain College of Nursing

Exam (elaborations) ·

(4)

NASM CPT FINAL EXAM NEWEST VERSION ACTUAL EXAM COMPLETE 106+ QUESTIONS AND CORRECT DETAILED ANSWERS (VERIFIED ANSWERS) |ALREADY GRADED A+.

Exam (elaborations) ·

(0)

Test Bank for Nursing Leadership and Management, 3rd Edition, Patricia Kelly, Heather Quesnelle, ISBN-10: 0176570446, ISBN-13: 9780176570446

Exam (elaborations) ·

(1)

NSG124 / NSG 124 Final Exam (Latest 2024 / 2025 Update): Pharmacology | Guide with Questions and Verified Answers | 100% Correct | Graded A - Herzing

Exam (elaborations) ·

(3)

TEST BANK for Social Psychology, 5th Edition By Tom Gilovich, Dacher Keltner, Serena Chen, Richard Nisbett. All Chapters 1-14 (Complete Download)

Exam (elaborations) ·

(0)

CHEM-120:| CHEM 120 INTRO TO GENERAL, ORGANIC & BIOLOGICAL CHEMISTRY WITH LAB EXAM 3 REVIEW QUESTIONS WITH 100% CORRECT ANSWERS| GRADED A+

Exam (elaborations) ·

(1)

Test Bank For Essentials of Pediatric Nursing 4th Edition by Kyle Carman | 9781975139841 | | Chapter 1-29 |All Chapters with Answers and Rationals

Exam (elaborations) ·

(0)

Test Bank for Anatomy of Orofacial Structures, 9th Edition 2024 by Richard W. Brand; Donald E. Isselhard|9780323831994| All Chapters 1 - 36|LATEST

Summary ·

(0)

Apuntes literatura siglo XVI ( contexto, pensamiento humanista, poesía en el renacimiento, prosa ascético mística y el lazarillo de tormes)

$15.99  2x  sold
  • (0)
Add to cart
Added