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Artificial intelligence: a modern approach

Artificial intelligence: a modern approach
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Barcode Shelf Location Collection Volume Ref. Branch Status Due Date Res.
10035618 QA76.87 R87 2022
 Computer Science   GUtech Library . . Available .  
10035619 QA76.87 R87 2022
 Computer Science   GUtech Library . . Available .  
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Catalogue Information
Field name Details
ISBN 9781292401133
Language Eng
Shelf Location QA76.87 R87 2022
Author Russell, Stuart
Title Artificial intelligence : a modern approach
4th ed.
Publisher Harlow, United Kingdom : Pearson , 2022
Description 1166 p. : col. ill. ; 26 cm.
Specific Type of Material Book
Contents Artificial intelligence. Introduction ; Intelligent agentsProblem-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 programmingMachine 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
Subject Artificial intelligence
Other name(s) Norvig, Peter
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