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Artificial intelligence : a textbook / by Charu C. Aggarwal.

By: Aggarwal, Charu C [author.]Material type: TextTextPublisher: Cham : Springer International Publishing : Imprint: Springer, 2021Edition: 1st ed. 2021Content type: text ISBN: 9783030723569Subject(s): Artificial intelligence | Machine learning | Data mining | Artificial Intelligence | Machine Learning | Data Mining and Knowledge DiscoveryDDC classification: 006.3 LOC classification: Q334-342
Contents:
1 An Introduction to Artificial Intelligence -- 2 Searching State Spaces -- 3 Multiagent Search -- 4 Propositional Logic -- 5 First-Order Logic -- 6 Machine Learning: The Inductive View -- 7 Neural Networks -- 8 Domain-Specific Neural Architectures -- 9 Unsupervised Learning -- 10 Reinforcement Learning -- 11 Probabilistic Graphical Models -- 12 Knowledge Graphs -- 13 Integrating Reasoning and Learning.
In: Springer Nature eBook
Holdings
Item type Current library Home library Shelving location Class number Status Date due Barcode Item reservations
Book Book Paul Hamlyn Library Paul Hamlyn Library Floor 1 006.3 AGG (Browse shelf(Opens below)) Issued 11/11/2024 06840264
Total reservations: 0

1 An Introduction to Artificial Intelligence -- 2 Searching State Spaces -- 3 Multiagent Search -- 4 Propositional Logic -- 5 First-Order Logic -- 6 Machine Learning: The Inductive View -- 7 Neural Networks -- 8 Domain-Specific Neural Architectures -- 9 Unsupervised Learning -- 10 Reinforcement Learning -- 11 Probabilistic Graphical Models -- 12 Knowledge Graphs -- 13 Integrating Reasoning and Learning.

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