Artificial intelligence : a modern approach (Record no. 38232)
[ view plain ]
| 000 -LEADER | |
|---|---|
| fixed length control field | 02653nam a2200229 a 4500 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0131038052 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780131038059 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 0133601242 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 9780133601244 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| ISBN | 8178085542 |
| 082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 006.3 |
| Item number | RUS |
| 100 ## - MAIN ENTRY--AUTHOR NAME | |
| Personal name | Russell, Stuart J. ; |
| Relator term | Author |
| 245 ## - TITLE STATEMENT | |
| Title | Artificial intelligence : a modern approach |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication | New Delhi : |
| Name of publisher | Pearson Education, |
| Year of publication | ©1995. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Number of Pages | xxviii, 932 p. : |
| Other physical details | illustrations ; |
| 500 ## - GENERAL NOTE | |
| General note | Includes Bibliography, Index. |
| 505 ## - FORMATTED CONTENTS NOTE | |
| Formatted contents note | I. Artificial Intelligence. Intelligent Agents --<br/>II. Problem-solving. Solving Problems by Searching. Informed Search Methods. Game Playing --<br/>III. Knowledge and reasoning. Agents that Reason Logically. First-Order Logic. Building a Knowledge Base. Inference in First-Order Logic. Logical Reasoning Systems --<br/>IV. Acting logically. Planning. Practical Planning. Planning and Acting --<br/>V. Uncertain knowledge and reasoning. Uncertainty. Probabilistic Reasoning Systems. Making Simple Decisions. Making Complex Decisions --<br/>VI. Learning. Learning from Observations. Learning in Neural and Belief Networks. Reinforcement Learning. Knowledge in Learning --<br/>VII. Communicating, perceiving, and acting. Agents that Communicate. Practical Natural Language Processing. Perception. Robotics --<br/>VIII. Conclusions. Philosophical Foundations. AI: Present and Future --<br/>A Complexity analysis and O() notation --<br/>B Notes on Languages and Algorithms. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | Intelligent Agents - Stuart Russell and Peter Norvig show how intelligent agents can be built using AI methods, and explain how different agent designs are appropriate depending on the nature of the task and environment. Artificial Intelligence: A Modern Approach is the first AI text to present a unified, coherent picture of the field. The authors focus on the topics and techniques that are most promising for building and analyzing current and future intelligent systems. The material is comprehensive and authoritative, yet cohesive and readable. State of the Art - This book covers the most effective modern techniques for solving real problems, including simulated annealing, memory-bounded search, global ontologies, dynamic belief networks, neural networks, adaptive probabilistic networks, inductive logic programming, computational learning theory, and reinforcement learning. Leading edge AI techniques are integrated into intelligent agent designs, using examples and exercises to lead students from simple, reactive agents to advanced planning agents with natural language capabilities. |
| 650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical Term | Artificial intelligence. |
| 700 ## - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Norvig, Peter ; |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Koha item type | Reference Books |
| Collection code | Home library | Current library | Shelving location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Koha item type |
|---|---|---|---|---|---|---|---|---|---|
| Reference | Main Library | Main Library | Reference | 23/01/2004 | Purchased | 812.50 | 006.3 RUS | 008246 | Reference Books |