Written by students who passed Immediately available after payment Read online or as PDF Wrong document? Swap it for free 4.6 TrustPilot
logo-home
Document preview thumbnail
Preview 4 out of 792 pages
Exam (elaborations)

Solutions Manual and Instructor Manual for Artificial Intelligence: A Modern Approach, 4th Edition, by Stuart Russell and Peter Norvig

Document preview thumbnail
Preview 4 out of 792 pages

This document is the comprehensive Solutions Manual and Instructor Manual for the 4th edition of Artificial Intelligence: A Modern Approach (AIMA), authored by Stuart Russell and Peter Norvig. The manual provides detailed answers and instructional guidance for exercises spanning all 28 chapters of the textbook. The content is systematically organized across major domains of Artificial Intelligence (AI), including Problem-Solving (Search, Adversarial Search, CSPs), Knowledge, Reasoning, and Planning (Logical Agents, First-Order Logic, Automated Planning), Uncertain Knowledge and Reasoning (Probabilistic Reasoning, Decision Making), Machine Learning (Learning from Examples, Deep Learning, Reinforcement Learning), and Communicating, Perceiving, and Acting (Natural Language Processing, Computer Vision, Robotics). This resource is essential for instructors and students, offering clear explanations and solutions to reinforce understanding of core AI algorithms and theoretical concepts.

Content preview

1234562718671594 529 74 3
6  



! 7"1#9#$$
$%&'(

,123454647893884 6
932634 
93884 31 3
992884
84 28726
4 

726
4
8 ! 42  3
"1272478726
7#7 
$
 3274373457634 28
999% &8 '27 4 '787 4
()46781 3
*+423,22)46
-952 6 4+423,22)46
.% &8 / 2 3734 
137387 4 
901 623742 &8 727 4
373454 1 623743
27484346/ 7 4 

27484346/ 7 4 244 
"274843462274 
$5724 486 644 
(5724
8 6 644 
*58347 36 644 5724 
0576
4 )724

, 12345678796 5 4
3456787965888 4
14434567879

487 64 4734567879


785879!4648"879!575879
#$565357959464879
%4434567879 6$565357959464879
&  46
887
'
 8



787
()8)*!)8!57+54* ,

-.)4/ 64 ,


,
hihjklmhmnn
lpqjrstkqlrpn
on
u3=.
=c;=
/35
v;12
3/
=c.
w4.8=0318
01
=c08
@c;d=.5A
6.
?0e.
5./.5.1@.8
6c.5.
;186.58
@;1
B.

/3417
5;=c.5
=c;1
650=01?
=c.v
34=x=c.
/4>>
;186.58
634>7
B.
/;5
=33
>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
7./010=0318
3/
$†!‡‡$ˆ!#!&‰KWŠMK‹VO‰MŒ‰JMŽKXKŽQ‰M‰VMKސOQPJMKRLMKXXWM
ŠRV‘WJLSJ’MVPMŒ‰JM“KŽOW‰MV“M‰VOS‰MKRLMPJKUVR’MVPMŒ‰JMK‹QWQ‰M‰VMŽV”XPJJRLMKRLM
XPV“Q‰M“PV”MJ•XJPQJRŽJb’
Ec.8.
;5.
;>>
5.;831;B>.
;186.58A
B4=
0/
6.
6;1=
83v.=c01?

w4;1=0/0;B>.
6.
634>7
48.
83v.=c01?
>0–.
Œ‰J
;B0>0=2
=3
;@=
84@@.88/4>>2
;@5388
;
607.

PKRSJMV“MV‹—JމQ˜JUMQRMŽV”XWJ•MJR˜QPVR”JR‰Ub’

™({g.
7./01.
„"†$š$#$„‡&$†!‡‡$ˆ!#!&;8
=c.
8=472
;17
@318=54@=031
3/
;?.1=
d53?5;v8
=c;=

d.5/35v
6.>>
01
;
?0e.1
@>;88
3/
.1e0531v.1=8A
/35
;
?0e.1
;?.1=
;5@c0=.@=45.›
=c.2
œž
Ÿ¡ž¢£¤ŸžŸ£¥¤D
-1
0vd35=;1=
d;5=
3/
=c;=
08
7.;>01?
60=c
=c.
41@.5=;01=2
3/
6c;=
=c.

@455.1=
8=;=.
08A
6c;=
=c.
34=@3v.
3/
d3880B>.
;@=0318
v0?c=
B.A
;17
6c;=
08
0=
=c;=
6.

5.;>>2
7.805.D

#({g.
7./01.
;1
„ˆ!†&;8
;1
.1=0=2
=c;=
=;–.8
;@=031
01
5.8d318.
=3
d.5@.d=8
/53v
;1
.1e0C

531v.1=D

¦({g.
7./01.
"„†$§„‡$†¨&KUM‰JMXPVXJP‰MV“MKMUU‰J”M‘QŽMLVJUM‰JMŒPQS‰M‰QRS’MSQ˜JRM
6c;=
0=
–1368D
©..
©.@=031
ªDª
/35
;
v35.
@3vd>.=.
708@488031D
Ec.
B;80@
@31@.d=
08

«¡¢¬¡­Ÿž5;=031;>0=2›
©.@=031
®®&7.8@50B.8
=c.
0vd3880B0>0=2
3/
;@c0.e01?
d.5/.@=
5;=031;>C

0=2
;17
d53d38.8
;1
;>=.51;=0e.
7./010=031D

!({g.
7./01.
‡§ˆ$#„‡&"!„%§$ˆ&;8
=c.
;
d53@.88
3/
7.50e01?
1.6
8.1=.1@.8
/53v
3>7A
84@c

=c;=
=c.
1.6
8.1=.1@.8
;5.
1.@.88;50>2
=54.
0/
=c.
3>7
31.8
;5.
=54.D
:u3=0@.
=c;=
73.8
13=

5./.5
=3
;12
8d.@0/0@
821=;¯
35
/35v;>
>;1?4;?.A
B4=
0=
73.8
5.w405.
;
6.>>C7./01.7
13=031



3/
=54=cD<

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

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

3Bf.@=0318
=3
c08
d53d38.7
.1=.5d508.
;17
c08
=.8=
/35
01=.>>0?.1@.D
gc0@c
3Bf.@=0318
8=0>>
@;552


0232456789  7   6 8
986968
6 

Connected book
 image
Publisher: 2016 ISBN: 9781292153971 Edition: Unknown

Document information

Uploaded on
October 31, 2025
Number of pages
792
Written in
2025/2026
Type
Exam (elaborations)
Contains
Questions & answers
$17.98

Wrong document? Swap it for free Within 14 days of purchase and before downloading, you can choose a different document. You can simply spend the amount again.
Written by students who passed
Immediately available after payment
Read online or as PDF

Seller avatar
Reputation scores are based on the amount of documents a seller has sold for a fee and the reviews they have received for those documents. There are three levels: Bronze, Silver and Gold. The better the reputation, the more your can rely on the quality of the sellers work.
EliteStudyHub
2.1
(10)
Sold
93
Followers
6
Items
9492
Last sold
1 day ago



Why students choose Stuvia

Created by fellow students, verified by reviews

Quality you can trust: written by students who passed their tests and reviewed by others who've used these notes.

Didn't get what you expected? Choose another document

No worries! You can instantly pick a different document that better fits what you're looking for.

Pay as you like, start learning right away

No subscription, no commitments. Pay the way you're used to via credit card and download your PDF document instantly.

Student with book image

“Bought, downloaded, and aced it. It really can be that simple.”

Alisha Student

Working on your references?

Create accurate citations in APA, MLA and Harvard with our free citation generator.

Working on your references?

Frequently asked questions