100% tevredenheidsgarantie Direct beschikbaar na je betaling Lees online óf als PDF Geen vaste maandelijkse kosten 4,6 TrustPilot
logo-home
Tentamen (uitwerkingen)

Instructor’s Solution Manual: Artificial Intelligence: A Modern Approach (4th Edition) – Stuart Russell & Peter Norvig

Beoordeling
-
Verkocht
-
Pagina's
943
Cijfer
A+
Geüpload op
26-01-2026
Geschreven in
2025/2026

This is the complete, expert-verified instructor’s solution manual for the 4th edition of Artificial Intelligence: A Modern Approach by Stuart Russell and Peter Norvig. This essential resource provides detailed answers and explanations for the exercises found in the world’s leading AI textbook. Key topics include the foundational definitions of intelligence and rational agents, the distinction between logical reasoning and acting rationally, and the historical evolution of AI. The manual offers high-level guidance on complex topics such as search algorithms, machine learning, robotics, and the ethical implications of AI. It is an indispensable tool for educators and students seeking to master the mathematical and conceptual frameworks of modern artificial intelligence.

Meer zien Lees minder
Instelling
Artificial Intelligence
Vak
Artificial Intelligence











Oeps! We kunnen je document nu niet laden. Probeer het nog eens of neem contact op met support.

Geschreven voor

Instelling
Artificial Intelligence
Vak
Artificial Intelligence

Documentinformatie

Geüpload op
26 januari 2026
Aantal pagina's
943
Geschreven in
2025/2026
Type
Tentamen (uitwerkingen)
Bevat
Vragen en antwoorden

Voorbeeld van de inhoud

!"#$%"&#'!()*+,-.*/(01/,1+(
2345657589
:;4<995=<;7<

2
>?@<3;
2AA3?87B

C*,D-E(FG.-.*/(
( H4I834
JK
LIMM<99
8;@
N<4<3
O?3P5=


Q.-E(R*/-D.S,-.*/T(UD*V(
O895;
WBB><
5XXB<338Y
;Z3

H;8<BM84
`5
[8Y
Pa5
5MY8
?O5
7B7<B;?=98
><
M
JKM
\8
I4
]b8
Y
J;8=3<Y
@8;
>? ?3X<<Y
329
@
29 <^

LI@;57_Y

4
bI































W?A]35=B4
c
dedd






0232456789  7   6 8
986968
6 

,
hihjklmhmnn
lpqjrstkqlrpn
on
u3=.
6=c;=
6/35
6v;12
63/
6=c.
6w4.8=0318
601
6=c08
6@c;d=.5A
66.
6?0e.
65./.5.1@.8
66c.5.

6;
186.58
6@;1
6B.
6/3417
65;=c.5
6=c;1
6650=01?
6=c.v
634=x=c.
6/4>>
6;186.58
6634>7
6B.
6/;5

6=
33
6>31?D

{
yzy{}~€‚ƒ„{
{| {| {| {
!"#$%!&'('()*+,-

*./01.
01
2345
361
635789
:;<
01=.>>0?.1@.A
:B<
;5=0/0@0;>
01=.>>0?.1@.A
:@<
;?.1=A
:7<
5;C

=031;>0=2A
:.<
>3?0@;>
5.;83101?D

({*0@=031;52
67./010=0318
63/
6$†‡!ˆˆ$‰!†#!&Š=;>‹
6;B34=
6ŒŽJ
6@;d;@0=2
6=3
6;@w405.
6;17

6;dd>2
6RVWJLSJ‘
635
6ŒŽJ
6/;@4>=2
63/
6=c34?c=
6;17
6PJKUVR‘
635
6ŒŽJ
6;B0>0=2
6=3

6@3vd5.c.17
6;17
6d53/0=
6/53v
6J’XJPQJR“Jb‘
6Ec.8.
6;5.
6;>>
65.;831;B>.
6;186.58A

6B4=
60/
66.
66;1=
683v.=c01?
6w4;1=0/0;B>.
66.
6634>7
648.
683v.=c01?
6>0‹.
6ŒŽJ

6;B0>0=2
6=3
6;@=
684@@.88/4>>2
6;@5388
6;
6607.
65;1?.
63/
63Bf.@=0e.8
601
6@3vd>.”

6JR•QPVR–JRUb‘

—({g.
67./01.
6 "‡$˜$#$ˆ&Š$†‡!ˆˆ$‰!†#!&Š;8
6=c.
68=472
6;17
6@318=54@=031
63/
6;?.1=

6d53?5;v8
6=c;=
6d.5/35v
66.>>
601
6;
6?0e.1
6@>;88
63/
6.1e0531v.1=8A
6/35
6;
6?0e.1

6;?.1=
6;5@c0=.@=45.™
6=c.2
6š›œžŸœ¡¢£ŸžœžŸ¢¤£D
6-1
60vd35=;1=
6d;5=
63/
6=c;=
608

67. ;>01?
660=c
6=c.
641@.5=;01=2
63/
66c;=
6=c.
6@455.1=
68=;=.
608A
66c;=
6=c.
634=@3v.

63/
6d38 80B>.
6;@=0318
6v0?c=
6B.A
6;17
66c;=
608
60=
6=c;=
66.
65.;>>2
67.805.D

#({g.
67./01.
6;1
6 ‰!†‡&Š;8
6;1
6.1=0=2
6=c;=
6=;‹.8
6;@=031
601
65.8d318.
6=3
6d.5@.d=8
6/53v

6;1
6.1e0C
6531v.1=D

¥({g.
67./01.
6"‡$¦†ˆ$‡§&Š;8
6=c.
6d53d.5=2
63/
6;
6828=.v
66c0@c
673.8
6=c.
6ŒPQSŽ

6ŽQRS‘
6?0e.1
66c;=
60=
6‹1368D
6¨..
6¨.@=031
6©D©
6/35
6;
6v35.
6@3vd>.=.

6708@488031D
6Ec.
6B;80@
6@31@.d=
608
6ª¡«¬žœ5;=031;>0=2™
6¨.@=031
6­­&Š7.8@50B.8
6=c.

60vd3880B0>0=2
63/
6;@c0.e01?
6d.5/.@=
65;=031;>C
60=2
6;17
6d53d38.8
6;1
6;>=.51;=0e.

67. /010=031D

!({g.
67./01.
6ˆ¦‰$#ˆ&Š"!%¦†$†‰&Š;8
6=c.
6;
6d53@.88
63/
67.50e01?
61.6
68.1=.1@.8
6/53v

63>7A
684@c
6=c;=
6=c.
61.6
68.1=.1@.8
6;5.
61.@.88;50>2
6=54.
60/
6=c.
63>7
631.8
6;5.
6=54.D

6:u3=0@.
6=c;=
673.8
613=
65./.5
6=3
6;12
68d.@0/0@
6821=;”
635
6/35v;>
6>;1?4;?.A
6B4=
60=

673. 8
65.w405.
6;
66.>>C7./01.7
613=031
63/
6=54=cD<




!"#$%!&'('()EFGH

IJKLMNOPQRSTUMVPQSQRKWMXKXJPMVRMYZM[NOPQRS\M]^_`ab
H1
=c.
d;d.5A
c.
708@488.8
8.e.5;>


3Bf.@=0318
=3
c0
082
d32534d56387.897
.1=.5d7508.
;17
c608
=.8=
/358
01
=.9>8>609?6.8
16@.D
gc0@c
3Bf.@=0318
8=0>>
@;552


,0 0123456898 3  
0
S;BIHAM09:;0HBE0:;<GA?ABCDE0K?=BYM0~?D0NCG0AHBDW0C<0D;S0CXa;@ABCDE0?:BEBDI0<:CJ0Y;K;=CT]0
J;DAE0EBD@;0H;0S:CA;0AH;0T?T;:M0QD0AH;0T?T;:c0H;0T:;YB@AE0AH?Ac0XN0AH;0N;?:0^yyyc0?0@CJTGA;:0
SB==0H?K;0?0yz0@H?D@;0C<0T?EEBDI0?0<BK;]JBDGA;0RG:BDI0R;EA0SBAH0?D0GDEWB==;Y0BDA;::CI?AC:Z0
[H?A0@H?D@;0YC0NCG0AHBDW0?0@CJTGA;:0SCG=Y0H?K;0ACY?NM0QD0?DCAH;:0^{0N;?:EM0
0
O;;0SAH;0SEC=GABCD0S<C:0S;>;:@BE;0S^_Z̀0S<C:0SECJ;0SYBE@GEEBCD0SC<0STCA;DAB?=0SCXa;@ABCDEZ0
RH;0ST:CX?XB=BAN0SC<0S<CC=BDI0S?D0SBDA;::CI?AC:0SY;T;DYE0SCD0SaGEA0SHCS0SGDEWB==;Y0SAH;0
SBDA;::CI?AC:0SBEZ0S90S<;S0S;DA:?DAE0SBD0SAH;0S8C;XD;:0ST:Bb;0S@CJT;ABABCDE0SH?K;0S<CC=;Y0
SaGYI;Ec0S?=AHCGIH0SB<0SNCG0S=CCW0S?A0SAH;0SA:?DE@:BTAEc0SBA0S=CCWE0S=BW;0SAH;0SaGYI;E0SS;:;0
SH? KBDI0S<GD0S:?AH;:0SAH?D0SA?WBDI0SAH;B:0SaCX0SE;:BCGE=NZ0SRH;:;0S@;:A?BD=N0SH?K;0SX;;D0
S; >?JT=;E0SC<0S?0S@H?AXCA0SC:0SCAH;:0SCD=BD;0S?I;DA0S<CC=BDI0SHGJ?DEZ0S7C:0S;>?JT=;c0SE;;0SAH;0
SY; E@:BTABCD0SC<0SAH;0SdG=B?0S@H?AXCA0S?A0SeeefghijklfmnopgkqprestgqhpZ0Suvwx0SE?N0
SAH;0S@H?D@;0SACY?N0SBE0SECJ;AHBDI0S=BW;0S`yzc0SSBAH0SAH;0SK?:B?ABCD0SY;T;DYBDI0SJC:;0SCD0
SAH;0SEWB==0SC<0SAH;0SBDA;::CI?AC:0S:?AH;:0SAH?D0SAH;0ST:CI:?JZ0SQD0S^{0SN;?:Ec0SS;0S;>T;@A0SAH?A0
SA H;0S;DA;:A?BDJ;DA0SBDYGEA:N0SFJCKB;Ec0SKBY;C0SI?J;Ec0S@CJJ;:@B?=EL0SSB==0SH?K;0SJ?Y;0
SE G<<B@B;DA0SBDK;EAJ;DAE0SBD0S?:AB<B@B?=0S?@AC:E0SAC0S@:;?A;0SK;:N0S@:;YBX=;0SBJT;:ECD?AC:EZ0
|CA;0SAH?A0SICK;:DJ;DAE0S?DY0SBDA;:D?ABCD?=0SC:I?DBb?ABCDE0S?:;0SE;:BCGE=N0S@CDEBY;:BDI0
S:G=;E0SAH?A0S:;}GB:;0S9Q0SENEA;JE0SAC0SX;0SBY;DAB<B;Y0S?E0SEG@HZ0SQD0S~?=B<C:DB?c0SBA0SBE0S?=:;?YN0
SB==;I?=0S<C:0SJ?@HBD;E0SAC0SBJT;:ECD?A;0SHGJ?DE0SBD0S@;:A?BD0S@B:@GJEA?D@;EZ0
0

12132418989456780
9:;0:;<=;>0?@ABCDE0FEG@H0?E0<=BD@HBDI0<:CJ0?0HCA0EACK;L0:?ABCD?=M09:;0AH;N0BDA;==BI;DAM0
P;EcAH;N?:;:?ABCD?=cX;@?GE;0SE=CS;:c0SY;=BX;:?ABK;0S?@ABCDE0SSCG=Y0SA;DY0SAC0S:;EG=A0
0S 0S 0S 0S
BD JC:; Y?J?I; AC AH; H?DYZ0SQ<0S€‚vƒƒ€„v‚0SJ;?DE0S†‡‡ƒˆ€„0S‰Š‹ƒvx„v0SC:0
S 0S 0S 0S 0S 0S
SŒ€„ AHCGIHA?DY Žv†Š€„0SAH;D0SBA0SYC;E0SDCA0S:;}GB:;0SBDA;==BI;D@;0SAC0SJ?W;0S?0
0S 0S 0S
0
S:;<=;>?@ABCDZ0
0S

121324189894OP9Q0
RC0SH?A0;>A;DA0?:;0AH;0<C==CSBDI0@CJTGA;:0ENEA;JE0BDEA?D@;E0C<0?:AB<B@B?=0BDA;==BI;D@;U0
VOGT;:J?:W;A0X?:0@CY;0E@?DD;:EZ0
V[;X0E;?:@H0;DIBD;EZ0
V\CB@;]?@ABK?A;Y0A;=;THCD;0J;DGEZ0
VOT;==BDI0?DY0I:?JJ?:0@C::;@ABCD0<;?AG:;E0BD0SC:Y0T:C@;EEBDI0T:CI:?JEZ0
VQDA;:D;A0:CGABDI0?=IC:BAHJE0AH?A0:;ETCDY0YND?JB@?==N0AC0AH;0EA?A;0C<0AH;0D;ASC:WZ0
V9=AHCGIH0SX?:0S@CY;0SE@?DDBDI0SBE0SBD0S?0SE;DE;0S@CJTGA;:0SKBEBCDc0SAH;E;0S?:;0SDCA0S9Q0
SENEA;JEZ0SRH;0ST:CX=;J0SC<0S:;?YBDI0S?0SX?:0S@CY;0SBE0S?D0S;>A:;J;=N0S=BJBA;Y0S?DY0
S?:AB<B@B?=0S<C:J0SC<0SKBEG?=0SBDA;:T:;A?ABCDc0S?DY0SBA0SH?E0SX;;D0S@?:;<G==N0SY;EBID;Y0SAC0
SX; 0S?E0SEBJT=;0S?E0STCEEBX=;c0SIBK;D0SAH;0SH?:YS?:;Z0
VQD0SJ?DN0S:;ET;@AEZ0SRH ;0ST:CX=;J0SC<0SY;A;:JBDBDI0SAH;0S:;=;K?D@;0SC<0S?0SS;X0ST?I;0
0 


!"#

$%
&
'
$()*+,,#-."/*

,. 0 2345678489 567 
01234567./89./2./:61;<5=./8>./>20462<./<2>?42?5./4>@56902>@8>?A./2>@./0B5./05CB>83459.
/ ./ ./
26565<205@./01./0B195.
/ ./




. 


!"#$%"&'()**!+,-
(
$18.49
Krijg toegang tot het volledige document:

100% tevredenheidsgarantie
Direct beschikbaar na je betaling
Lees online óf als PDF
Geen vaste maandelijkse kosten

Maak kennis met de verkoper
Seller avatar
Yzstudybeast213

Maak kennis met de verkoper

Seller avatar
Yzstudybeast213 Havard School
Bekijk profiel
Volgen Je moet ingelogd zijn om studenten of vakken te kunnen volgen
Verkocht
0
Lid sinds
8 maanden
Aantal volgers
0
Documenten
123
Laatst verkocht
-
NCLEX complete prep notes, summary and study guide

The notes cover every needed for pharmacology, pediatric, nursing and adult health. Its easy to understand the summaries and have yield chart and diagram.

0.0

0 beoordelingen

5
0
4
0
3
0
2
0
1
0

Recent door jou bekeken

Waarom studenten kiezen voor Stuvia

Gemaakt door medestudenten, geverifieerd door reviews

Kwaliteit die je kunt vertrouwen: geschreven door studenten die slaagden en beoordeeld door anderen die dit document gebruikten.

Niet tevreden? Kies een ander document

Geen zorgen! Je kunt voor hetzelfde geld direct een ander document kiezen dat beter past bij wat je zoekt.

Betaal zoals je wilt, start meteen met leren

Geen abonnement, geen verplichtingen. Betaal zoals je gewend bent via iDeal of creditcard en download je PDF-document meteen.

Student with book image

“Gekocht, gedownload en geslaagd. Zo makkelijk kan het dus zijn.”

Alisha Student

Veelgestelde vragen