عنوان

Introduction to artificial intelligence /

شابک

3319584871

شابک

9783319584874

شابک اشتباه

3319584863

شابک اشتباه

9783319584867

شماره

b624043

عنوان اصلي

Introduction to artificial intelligence /

نام عام مواد

[Book]

نام نخستين پديدآور

Wolfgang Ertel ; translated by Nathanael Black ; with illustrations by Florian Mast.

وضعيت ويراست

Second edition.

نام خاص و کميت اثر

1 online resource (xiv, 356 pages) :

ساير جزييات

illustrations (some color)

عنوان فروست

Undergraduate topics in computer science,

شاپا ي ISSN فروست

1863-7310

متن يادداشت

Introduction -- Propositional Logic -- First-order Predicate Logic -- Limitations of Logic -- Logic Programming with PROLOG -- Search, Games and Problem Solving -- Reasoning with Uncertainty -- Machine Learning and Data Mining -- Neural Networks -- Reinforcement Learning -- Solutions for the Exercises.

بدون عنوان

0

متن يادداشت

This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated second edition also includes new material on deep learning. Topics and features: Presents an application-focused and hands-on approach to learning, with supplementary teaching resources provided at an associated website Contains numerous study exercises and solutions, highlighted examples, definitions, theorems, and illustrative cartoons Includes chapters on predicate logic, PROLOG, heuristic search, probabilistic reasoning, machine learning and data mining, neural networks and reinforcement learn ing Reports on developments in deep learning, including applications of neural networks to generate creative content such as text, music and art (NEW) Examines performance evaluation of clustering algorithms, and presents two practical examples explaining Bayes' theorem and its relevance in everyday life (NEW) Discusses search algorithms, analyzing the cycle check, explaining route planning for car navigation systems, and introducing Monte Carlo Tree Search (NEW) Includes a section in the introduction on AI and society, discussing the implications of AI on topics such as employment and transportation (NEW) Ideal for foundation courses or modules on AI, this easy-to-read textbook offers an excellent overview of the field for students of computer science and other technical disciplines, requiring no more than a high-school level of knowledge of mathematics to understand the material. Dr. Wolfgang Ertel is a professor at the Institute for Artificial Intelligence at the Ravensburg-Weingarten University of Applied Sciences, Germany.

شماره استاندارد بين المللي کتاب و موسيقي

9783319584867

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

Artificial Intelligence (incl. Robotics)

موضوع مستند نشده

Computer Science.

موضوع مستند نشده

Artificial intelligence.

موضوع مستند نشده

COM004000

موضوع مستند نشده

TJFM1

موضوع مستند نشده

UYQ

موضوع مستند نشده

UYQ

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Ertel, Wolfgang

مستند نام اشخاص تاييد نشده

Black, Nathanael

مستند نام اشخاص تاييد نشده

Mast, Florian

تاريخ عمليات

20201221083159.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

کد کاربرگه

270410

تكميل شده

Y