Artificial Intelligence : Foundations of Computational Agents
ISBN: 9780521519007 | 0521519004
Format: HardcoverPublisher: Cambridge University Press
Pub. Date: 4/19/2010
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This textbook for advanced undergraduate and first-year graduate students presents artificial intelligence (AI) using a coherent framework to study the design of intelligent computational agents. It summarizes the latest results and develops the science of AI together with its engineering applications, e.g. the online learning environment AIspace.
"Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. Artificial Intelligence: Foundations of Computati... MORE
"Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. Artificial Intelligence: Foundations of Computati... MORE
| Agents in the World: What Are Agents and How Can They Be Built? | |
| Artificial intelligence and agents | |
| Agent architectures and hierarchical control | |
| Representing and Reasoning | |
| States and searching | |
| Features and constraints | |
| Propositions and inference | |
| Reasoning under uncertainty | |
| Learning and Planning | |
| Learnin... MORE | |
| Planning with certainty | |
| Planning under uncertainty | |
| Multiagent systems | |
| Beyond supervised learning | |
| Reasoning about Individuals and Relations | |
| Individuals and relations | |
| Ontologies and knowledge-based systems | |
| Relational planning, learning and probabilistic reasoning | |
| The Big Picture | |
| Retrospect and prospect | |
| Mathematical preliminaries and notation | |
| Table of Contents provided by Publisher. All Rights Reserved. |
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