Artificial intelligence : a modern approach
Stuart Russell
Bok · Engelsk · 2021
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| Medvirkende | |
| Omfang | 1166 sider : illustrasjoner, figurer(noen kolorerte)
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| Utgave | 4th edition, Global edition
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| Opplysninger | "Authorized adaptation from the United States edition, entitled Artificial intelligence : a modern approach, 4th edition, ISBN 9780134610993 by Stuart J. Russell and Peter Norvig, published by Pearson Education © 2021" - Tittelbladets bakside. - Artificial intelligence. Introduction ; Intelligent agents -- Problem-solving. Solving problems by searching ; Search in complex environments ; Constraint satisfaction problems ; Adversarial search and games -- Knowledge, reasoning, and planning. Logical agents ; First-order logic ; Inference in first-order logic ; Knowledge representation ; Automated planning -- Uncertain knowledge and reasoning. Quantifying uncertainty ; Probabilistic reasoning ; Probabilistic reasoning over time ; Making simple decisions ; Making complex decisions ; Multiagent decision making ; Probabilistic programming -- Machine learning. Learning from examples ; Knowledge in learning ; Learning probabilistic models ; Deep learning ; Reinforcement learning -- Communicating, perceiving, and acting. Natural language processing ; Deep learning for natural language processing ; Robotics ; Computer vision -- Conclusion. Philosophy, ethics, and safety of AI ; The future of AI -- Appendix A. Mathematical background -- Appendix B. Notes on languages and algorithms.. - The long-anticipated revision of "Artificial intelligence: a modern approach" explores the full breadth and depth of the field of artificial intelligence (AI). The 4th edition brings readers up to date on the latest technologies, presents concepts in a more unified manner, and offers new or expanded coverage of machine learning, deep learning, transfer learning, multi agent systems, robotics, natural language processing, causality, probabilistic programming, privacy, fairness, and safe AI.
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| Emner | |
| Dewey | |
| ISBN | 1292401133. - 9781292401133
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