Russell, Norvig: artificial intelligence. Modern approach. Russell S., Norvig P. Those who watched this page were also interested

Name: Artificial Intelligence: Modern Approach
Author: Stewart Russell and Peter Norvig
Publisher: M.: Publishing House "Williams"
Year: 2006.
Pages: 1410.
Format: Djvu.
Size: 17.3 MB
Quality: Scanned Pages + Layer of Recognized Text
Russian language
Circulation 3000 copies.

The book presents all modern achievements and are set out ideas that have been formulated in studies held in the last fifty years, as well as collected for two millennia in the areas of knowledge that has become an incentive for the development of artificial intelligence as science design of rational agents. Theoretical description is illustrated by numerous algorithms, the implementation of which in the form of ready-made programs in several programming languages \u200b\u200bare located on the accompanying book of the Web node.

The book is intended for use in the basic university course or in the sequence of courses in the specialty. Applicable as the main reference book for graduate students specializing in the field of artificial intelligence, and will also be surely professionals wishing to go beyond the elected specialty. Thanks to the crystal clarity and clarity of the presentation, it may well be attributed to the best samples of popular science literature.

Preface 24.
About authors 31.
Part I. Artificial Intelligence 33
Chapter 1. Introduction 34
Chapter 2. Intelligent Agents 75
Part I. SOLUTION OF PROBLEMS 109
Chapter 3. Solving problems by searching 110
Chapter 4. Informed Search and Study of Status Space 153
Chapter 5. Tasks to satisfy restrictions 209
Chapter 6. Search in conditions of countering 240
Part III. Knowledge and reasoning 281
Chapter 7. Logic agents 282
Chapter 8. First-order logic 341
Chapter 9. Logic conclusion in the logic of the first order 380
Chapter 10. Presentation of Knowledge 440
Part IV. Planning 511.
Chapter 11. Basics of planning 512
Chapter 12. Planning and implementation of actions in the real world 564
Part V. Uncertain knowledge and reasoning in conditions
Uncertainty 621.
Chapter 13. Uncertainty 622
Chapter 14. Probabilistic Correction 660
Chapter 15. Probabilities of Time Correction 718
Chapter 16. Making Simple Solutions 778
Chapter 17. Adoption of complex decisions 815
Part VI. Training 863.
Chapter 18. Education based on observations 864
Chapter 19. Application of Knowledge in Learning 902
Chapter 20. Statistical Training Methods 945
Chapter 21. Learning with reinforcement 1010
Part VII. Communication, perception and implementation of actions 1045
Chapter 22. Communication 1046
Chapter 23. Probabilistic Processing of Linguistic Information 1102
Chapter 24. Perception 1141
Chapter 25. Robotics 1188
Part VIII. Conclusion 1247.
Chapter 26. Philosophical foundations 1248
Chapter 27. Present and Future of Artificial Intelligence 1277
Appendix A. Mathematical Basics 1288
Appendix B. General information about languages \u200b\u200band algorithms,
used in the book 1297
Literature 1302.
Subject 1373

Available in formats: Epub | PDF | FB2.

Pages: 1408

The year of publishing: 2017

Language: Russian

Artificial intelligence is a question that the book of Stuart Russell and Peter Nor's Artificial Intellect is dedicated. Modern approach. The core theme is the idea of \u200b\u200ban intelligent agent (Intelligent Agent). The pages of this publication are set out: the foundations of mathematical logic, the theory of probabilities, theory of continuous functions; The essence of such concepts as "perception", "reasoning", "Training" and "Action" is revealed. Stewart Russell and Peter Norvig define artificial intelligence as a science on agents receiving the results of acts of perception and performing appropriate actions. The authors consider a variety of ways of presenting functions implemented by agents, including: product systems, reactive agents, real-time conditioners, neural networks and systems that act on the theory of solutions. In addition to a purely theoretical part, a variety of examples of algorithms are presented, the versions of which implemented in various programming languages \u200b\u200bcan be found at the accompanying Internet resource book. Peter Norvig, one of the co-authors of the book, is the director of the Google division. The well-known expert shares the accumulated experience, gives professional advice and helps all interested readers take a journey in search of electronic gramale, whose name is artificial intelligence. The book is written by an understandable and affordable language and is an excellent allowance for universities students, students of specialized courses, graduate students, programmers who study artificial intelligence. In addition, the book will be very useful for developers of intellectual software and professionals who want to expand the framework with their chosen specialty.

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fundamentals of mathematical logic,


production systems,
reactive agents


In addition to a purely theoretical part, ...

Artificial intelligence is a question that the book of Stuart Russell and Peter Norika "AIMA" ("Artificial Intelligence: A Modern Approach") - "Artificial Intelligence: Modern Approach". The core theme "Aima" is the idea of \u200b\u200ban intelligent agent (Intelligent Agent). The pages of this publication are outlined
fundamentals of mathematical logic,
theories of probabilities, theory of continuous functions,
the essence of such concepts as "perception", "reasoning", "Training" and "Action" is revealed.
Stewart Russell and Peter Norvig define artificial intelligence as a science on agents receiving the results of acts of perception and performing appropriate actions. The authors consider a variety of ways of presenting functions implemented by agents, among which
production systems,
reactive agents
conditional schedule real-time time
neural networks and systems operating on the basis of solutions theory.
In addition to a purely theoretical part, in Aima, a variety of examples of algorithms are presented, the versions of which implemented in various programming languages \u200b\u200bcan be found on the accompanying Internet resource book (http://aima.cs.berkeley.edu/translations.html).
Peter Norvig, one of the co-authors of the book, is the director of the Google division.
The well-known expert shares the accumulated experience, gives professional advice and helps all interested readers take a journey in search of electronic gramale, whose name is artificial intelligence.
AIMA is written by a clear and affordable language and is an excellent allowance for universities students, students of specialized courses, graduate students, programmers studying artificial intelligence. In addition, the book will be very useful for developers of intellectual software and professionals who want to expand the framework with their chosen specialty.
2nd edition.