100% satisfaction guarantee Immediately available after payment Both online and in PDF No strings attached
Previously searched by you
SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+R327,82
Add to cart
SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+
25 views 0 purchase
Course
Artificial Intelligence: A Modern Approach
Institution
Artificial Intelligence: A Modern Approach
Book
Artificial Intelligence: A Modern Approach, eBook, Global Edition
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...
SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+
SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell Updated A+
SOLUTIONS & INSTRUCTOR MANUAL for Artificial Intelligence: A Modern Approach, 4th Edition by Peter Norvig and Stuart Russell 2024 || All Chapters A+
All for this textbook (7)
Written for
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
Seller
Follow
Smartdove
Reviews received
Content preview
SOLUTIONS & INSTRUCTOR MANUAL
Artificial Intelligence: A Modern Approach, 4th Edition
by Peter Norvig and Stuart Russell, Chapters 1 – 28
,Artificial Intelligence
w
wwww 1 Introduction ...
w w w
wwww 2 Intelligent Agents ...
w w w w
II Problem-solving
w
wwww 3 Solving Problems by Searching ...
w w w w w w
wwww 4 Search in Complex Environments ...
w w w w w w
wwww 5 Adversarial Search and Games ...
w w w w w w
wwww 6 Constraint Satisfaction Problems ...
w w w w w
III Knowledge, reasoning, and planning
w w w w
wwww 7 Logical Agents ...
w w w w
wwww 8 First-Order Logic ...
w w w w
wwww 9 Inference in First-Order Logic ...
w w w w w
wwww 10 Knowledge Representation ...
w w w w
wwww 11 Automated Planning ...
w w w w
IV Uncertain knowledge and reasoning
w w w w
wwww 12 Quantifying Uncertainty ...
w w w w
wwww 13 Probabilistic Reasoning ...
w w w w
wwww 14 Probabilistic Reasoning over Time ...
w w w w w w
wwww 15 Probabilistic Programming ...
w w w w
wwww 16 Making Simple Decisions ...
w w w w w
wwww 17 Making Complex Decisions ...
w w w w w
wwww 18 Multiagent Decision Making ...
w w w w w
V Machine Learning
w w
,wwww 19 Learning from Examples ...
w w w w w
20 Learning Probabilistic Models ...
wwww w w w w w
21 Deep Learning ...
wwww w w w w
22 Reinforcement Learning ...
wwww w w w w
VI Communicating, perceiving, and acting
w w w w
23 Natural Language Processing ...
wwww w w w w w
24 Deep Learning for Natural Language Processing ...
wwww w w w w w w w w
25 Computer Vision ...
wwww w w w w
26 Robotics ...
wwww w w w
VII Conclusions
w
27 Philosophy, Ethics, and Safety of AI ...
wwww w w w w w w w w
28 The Future of AI
wwww w w w w
, EXERCISES w w
1
INTRODUCTION
Notewthatwforwmanywofwthewquestionswinwthiswchapter,wwewgivewreferenceswwherewanswerswc
anwbewfoundwratherwthanwwritingwthemwout—thewfullwanswerswwouldwbewfarwtoowlong.
a. Dictionarywdefinitionswofwintelligencewtalkwaboutw“thewcapacitywtowacquirewandwappl
ywknowledge”worw“thewfacultywofwthoughtwandwreason”worw“thewabilitywtowcomprehen
dwandwprofitwfromwexperience.”w Thesewarewallwreasonablewanswers,wbutwifwwewwantw
somethingwquantifiablewwewwouldwusewsomethingwlikew“thewabilitywtowactwsuccessfull
ywacrosswawwidewrangewofwobjectiveswinwcomplexwenvironments.”
b. Wewdefinewartificialwintelligencewaswthewstudywandwconstructionwofwagentwprograms
wthatwperformwwellwinwawgivenwclasswofwenvironments,wforwawgivenwagentwarchitectur
e;wtheywdowthewrightwthing.w Anwimportantwpartwofwthatwiswdealingwwithwthewuncertain
tywofwwhatwthewcurrentwstatewis,wwhatwthewoutcomewofwpossiblewactionswmightwbe,wan
dwwhatwiswitwthatwwewreallywdesire.
c. Wewdefinewanwagentwaswanwentitywthatwtakeswactionwinwresponsewtowperceptswfromwan
wenvi-wronment.
d. Wewdefinewrationalitywaswthewpropertywofwawsystemwwhichwdoeswthew“rightwthing”wg
ivenwwhatwitwknows.w SeewSectionw2.2wforwawmorewcompletewdiscussion.w Thewbasicwc
onceptwiswperfectwrationality;wSectionw??wdescribeswthewimpossibilitywofwachievingwpe
rfectwrational-witywandwproposeswanwalternativewdefinition.
e. Wewdefinewlogicalwreasoningwaswthewawprocesswofwderivingwnewwsentenceswfromwold,w
suchwthatwthewnewwsentenceswarewnecessarilywtruewifwthewoldwoneswarewtrue.w(Noticewth
atwdoeswnotwreferwtowanywspecificwsyntaxworwformalwlanguage,wbutwitwdoeswrequirewaww
ell-definedwnotionwofwtruth.)
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
You can quickly pay through EFT, credit card or Stuvia-credit for the summaries. There is no membership needed.
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 this summary 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 this summary for R327,82. You're not tied to anything after your purchase.