Instructor’s Solution Manual @uj @uj
Artificial Intelligence @uj
A Modern Approach
@uj @uj @uj
Fourth Edition @uj
Stuart J. Russell and Peter Norvig
@uj @uj @uj @uj @uj
with contributions from
@uj @uj
Nalin Chhibber, Ernest Davis, Nicholas J. Hay, Jared Moore, Alex
@uj @uj @uj @uj @uj @uj @uj @uj @uj
Rudnick, Mehran Sahami, Xiaocheng Mesut Yang, and Albert Yu
@uj @uj @uj @uj @uj @uj @uj @uj @uj
This @ujsolution @ujmanual @ujis @ujintended @ujfor @ujthe @ujinstructor @ujof @uja @ujclass. @ujStudents
@ujshould @ujuse @ujthe @ujonline @ujsite @ujfor @ujexercises @ujat @ujaimacode.github.io/aima-
exercises. @ u j That @ujsite @ujis @ujopen @ujfor @ujanyone @ujto @ujuse. @ujIt @ujoffers @ujsolutions @ujfor
@ujsome @ujbut @ujnot @ujall @ujof @ujthe @ujexercises; @ujan @ujinstructor @ujcan @ujcheck @ujthere @ujto @ujsee
@ujwhich @ujones @ujhave @ujsolutions. @ u j The @ujexercises @ujare @ujonline @ujrather @ujthan @ujin @ujthe
@ujtextbook @ujitself @ujbecause @uj(a) @ujthe @ujtextbook @ujis @ujlong @ujenough @ujas @ujis, @ujand @uj(b)
@ujwe @ujwanted @ujto @ujbe @ujable @ujto @ujupdate @ujthe @ujexercises @ujfrequently.
Copyright @uj© @uj2022
© @uj2023 @ujPearson @ujEducation, @ujHoboken, @ujNJ. @ujAll
@ujrights @ujreserved.
,EXERCISES @ u j @uj
1
INTRODUCTION
Note @ujthat @ujfor @ujmany @ujof @ujthe @ujquestions @ujin @ujthis @ujchapter, @ujwe @ujgive @ujreferences
@ujwhere @ujanswers @ujcan @ujbe @ujfound @ujrather @ujthan @ujwriting @ujthem @ujout—the @ujfull
@ujanswers @ujwould @ujbe @ujfar @ujtoo @ujlong.
1.1 @ u j What Is AI?
@uj @uj
Exercise @uj1.1.#DEFA
Define @ujin @ujyour @ujown @ujwords: @ u j (a) @ujintelligence, @uj(b) @ujartificial @ujintelligence, @uj(c)
@ujagent, @uj(d) @ujra- @ujtionality, @uj(e) @ujlogical @ujreasoning.
a. Dictionary @ujdefinitions @ujof @ujintelligence @ujtalk @ujabout @uj“the @ujcapacity @ujto
@ujacquire @ujand @ujapply @ujknowledge” @ujor @uj“the @ujfaculty @ujof @ujthought @ujand
@ujreason” @ujor @uj“the @ujability @ujto @ujcomprehend @ujand @ujprofit @ujfrom @ujexperience.”
@ u j These @ujare @ujall @ujreasonable @ujanswers, @ujbut @ujif @ujwe @ujwant @ujsomething
@ujquantifiable @ujwe @ujwould @ujuse @ujsomething @ujlike @uj“the @ujability @ujto @ujact
@ujsuccessfully @ujacross @uja @ujwide @ujrange @ujof @ujobjectives @ujin @ujcomplex
@ujenvironments.”
b. We @ujdefine @ujartificial @ujintelligence @ujas @ujthe @ujstudy @ujand @ujconstruction @ujof
@ujagent @ujprograms @ujthat @ujperform @ujwell @ujin @uja @ujgiven @ujclass @ujof @ujenvironments,
@ujfor @uja @ujgiven @ujagent @ujarchitecture; @ujthey @ujdo @ujthe @ujright @ujthing. @ u j An
@ujimportant @ujpart @ujof @ujthat @ujis @ujdealing @ujwith @ujthe @ujuncertainty @ujof @ujwhat @ujthe
@ujcurrent @ujstate @ujis, @ujwhat @ujthe @ujoutcome @ujof @ujpossible @ujactions @ujmight @ujbe,
@ujand @ujwhat @ujis @ujit @ujthat @ujwe @ujreally @ujdesire.
c. We @ujdefine @ujan @ujagent @ujas @ujan @ujentity @ujthat @ujtakes @ujaction @ujin @ujresponse @ujto
@ujpercepts @ujfrom @ujan @ujenvi- @ujronment.
d. We @ujdefine @ujrationality @ujas @ujthe @ujproperty @ujof @uja @ujsystem @ujwhich @ujdoes @ujthe
@uj“right @ujthing” @ujgiven @ujwhat @ujit @ujknows. @ u j See @ujSection @uj2.2 @ujfor @uja @ujmore
@ujcomplete @ujdiscussion. @ u j The @ujbasic @ujconcept @ujis @ujperfect @ujrationality; @ujSection
@uj?? @ujdescribes @ujthe @ujimpossibility @ujof @ujachieving @ujperfect @ujrational- @ujity @ujand
@ujproposes @ujan @ujalternative @ujdefinition.
e. We @ujdefine @ujlogical @ujreasoning @ujas @ujthe @uja @ujprocess @ujof @ujderiving @ujnew @ujsentences
@ujfrom @ujold, @ujsuch @ujthat @ujthe @ujnew @ujsentences @ujare @ujnecessarily @ujtrue @ujif @ujthe @ujold
@ujones @ujare @ujtrue. @uj(Notice @ujthat @ujdoes @ujnot @ujrefer @ujto @ujany @ujspecific @ujsyntax @ujor
@ujformal @ujlanguage, @ujbut @ujit @ujdoes @ujrequire @uja @ujwell-defined @ujnotion @ujof @ujtruth.)
© @uj2023 @ujPearson @ujEducation, @ujHoboken, @ujNJ. @ujAll
@ujrights @ujreserved.
,Exercise @uj1.1.#TURI
Read @ujTuring’s @ujoriginal @ujpaper @ujon @ujAI @uj(Turing, @uj1950). @ u j In @ujthe @ujpaper, @ujhe
@ujdiscusses @ujseveral @ujobjections @ujto @ujhis @ujproposed @ujenterprise @ujand @ujhis @ujtest @ujfor
@ujintelligence. @ujWhich @ujobjections @ujstill @ujcarry
© @uj2023 @ujPearson @ujEducation, @ujHoboken, @ujNJ. @ujAll
@ujrights @ujreserved.
,
Artificial Intelligence @uj
A Modern Approach
@uj @uj @uj
Fourth Edition @uj
Stuart J. Russell and Peter Norvig
@uj @uj @uj @uj @uj
with contributions from
@uj @uj
Nalin Chhibber, Ernest Davis, Nicholas J. Hay, Jared Moore, Alex
@uj @uj @uj @uj @uj @uj @uj @uj @uj
Rudnick, Mehran Sahami, Xiaocheng Mesut Yang, and Albert Yu
@uj @uj @uj @uj @uj @uj @uj @uj @uj
This @ujsolution @ujmanual @ujis @ujintended @ujfor @ujthe @ujinstructor @ujof @uja @ujclass. @ujStudents
@ujshould @ujuse @ujthe @ujonline @ujsite @ujfor @ujexercises @ujat @ujaimacode.github.io/aima-
exercises. @ u j That @ujsite @ujis @ujopen @ujfor @ujanyone @ujto @ujuse. @ujIt @ujoffers @ujsolutions @ujfor
@ujsome @ujbut @ujnot @ujall @ujof @ujthe @ujexercises; @ujan @ujinstructor @ujcan @ujcheck @ujthere @ujto @ujsee
@ujwhich @ujones @ujhave @ujsolutions. @ u j The @ujexercises @ujare @ujonline @ujrather @ujthan @ujin @ujthe
@ujtextbook @ujitself @ujbecause @uj(a) @ujthe @ujtextbook @ujis @ujlong @ujenough @ujas @ujis, @ujand @uj(b)
@ujwe @ujwanted @ujto @ujbe @ujable @ujto @ujupdate @ujthe @ujexercises @ujfrequently.
Copyright @uj© @uj2022
© @uj2023 @ujPearson @ujEducation, @ujHoboken, @ujNJ. @ujAll
@ujrights @ujreserved.
,EXERCISES @ u j @uj
1
INTRODUCTION
Note @ujthat @ujfor @ujmany @ujof @ujthe @ujquestions @ujin @ujthis @ujchapter, @ujwe @ujgive @ujreferences
@ujwhere @ujanswers @ujcan @ujbe @ujfound @ujrather @ujthan @ujwriting @ujthem @ujout—the @ujfull
@ujanswers @ujwould @ujbe @ujfar @ujtoo @ujlong.
1.1 @ u j What Is AI?
@uj @uj
Exercise @uj1.1.#DEFA
Define @ujin @ujyour @ujown @ujwords: @ u j (a) @ujintelligence, @uj(b) @ujartificial @ujintelligence, @uj(c)
@ujagent, @uj(d) @ujra- @ujtionality, @uj(e) @ujlogical @ujreasoning.
a. Dictionary @ujdefinitions @ujof @ujintelligence @ujtalk @ujabout @uj“the @ujcapacity @ujto
@ujacquire @ujand @ujapply @ujknowledge” @ujor @uj“the @ujfaculty @ujof @ujthought @ujand
@ujreason” @ujor @uj“the @ujability @ujto @ujcomprehend @ujand @ujprofit @ujfrom @ujexperience.”
@ u j These @ujare @ujall @ujreasonable @ujanswers, @ujbut @ujif @ujwe @ujwant @ujsomething
@ujquantifiable @ujwe @ujwould @ujuse @ujsomething @ujlike @uj“the @ujability @ujto @ujact
@ujsuccessfully @ujacross @uja @ujwide @ujrange @ujof @ujobjectives @ujin @ujcomplex
@ujenvironments.”
b. We @ujdefine @ujartificial @ujintelligence @ujas @ujthe @ujstudy @ujand @ujconstruction @ujof
@ujagent @ujprograms @ujthat @ujperform @ujwell @ujin @uja @ujgiven @ujclass @ujof @ujenvironments,
@ujfor @uja @ujgiven @ujagent @ujarchitecture; @ujthey @ujdo @ujthe @ujright @ujthing. @ u j An
@ujimportant @ujpart @ujof @ujthat @ujis @ujdealing @ujwith @ujthe @ujuncertainty @ujof @ujwhat @ujthe
@ujcurrent @ujstate @ujis, @ujwhat @ujthe @ujoutcome @ujof @ujpossible @ujactions @ujmight @ujbe,
@ujand @ujwhat @ujis @ujit @ujthat @ujwe @ujreally @ujdesire.
c. We @ujdefine @ujan @ujagent @ujas @ujan @ujentity @ujthat @ujtakes @ujaction @ujin @ujresponse @ujto
@ujpercepts @ujfrom @ujan @ujenvi- @ujronment.
d. We @ujdefine @ujrationality @ujas @ujthe @ujproperty @ujof @uja @ujsystem @ujwhich @ujdoes @ujthe
@uj“right @ujthing” @ujgiven @ujwhat @ujit @ujknows. @ u j See @ujSection @uj2.2 @ujfor @uja @ujmore
@ujcomplete @ujdiscussion. @ u j The @ujbasic @ujconcept @ujis @ujperfect @ujrationality; @ujSection
@uj?? @ujdescribes @ujthe @ujimpossibility @ujof @ujachieving @ujperfect @ujrational- @ujity @ujand
@ujproposes @ujan @ujalternative @ujdefinition.
e. We @ujdefine @ujlogical @ujreasoning @ujas @ujthe @uja @ujprocess @ujof @ujderiving @ujnew @ujsentences
@ujfrom @ujold, @ujsuch @ujthat @ujthe @ujnew @ujsentences @ujare @ujnecessarily @ujtrue @ujif @ujthe @ujold
@ujones @ujare @ujtrue. @uj(Notice @ujthat @ujdoes @ujnot @ujrefer @ujto @ujany @ujspecific @ujsyntax @ujor
@ujformal @ujlanguage, @ujbut @ujit @ujdoes @ujrequire @uja @ujwell-defined @ujnotion @ujof @ujtruth.)
© @uj2023 @ujPearson @ujEducation, @ujHoboken, @ujNJ. @ujAll
@ujrights @ujreserved.
,Exercise @uj1.1.#TURI
Read @ujTuring’s @ujoriginal @ujpaper @ujon @ujAI @uj(Turing, @uj1950). @ u j In @ujthe @ujpaper, @ujhe
@ujdiscusses @ujseveral @ujobjections @ujto @ujhis @ujproposed @ujenterprise @ujand @ujhis @ujtest @ujfor
@ujintelligence. @ujWhich @ujobjections @ujstill @ujcarry
© @uj2023 @ujPearson @ujEducation, @ujHoboken, @ujNJ. @ujAll
@ujrights @ujreserved.
,
