Learning Resource and Development
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Artificial intelligence : a textbook / Charu C. Aggarwal.

By: Material type: TextTextPublisher: Cham, Switzerland : Springer, 2021Description: xx, 483 pages : illustrations ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9783030723590
Subject(s): DDC classification:
  • 006.3 Ag38a
LOC classification:
  • Q335
Contents:
An introduction to artificial intelligence -- Searching state spaces -- Multiagent search -- Propositional logic -- First-order logic -- Machine learning: the inductive view -- Neural networks -- Domain-specific neural architectures -- Unsupervised learning -- Reinforcement learning -- Probabilistic graphical models -- Knowledge graphs -- Integrating reasoning and learning.
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Holdings
Item type Current library Shelving location Call number Copy number Status Date due Barcode
Books Books Main Library Engineering Section ENG 006.3 Ag38a 2021 (Browse shelf(Opens below)) 1-1 Available 028518

Includes bibliographical references and index.

An introduction to artificial intelligence -- Searching state spaces -- Multiagent search -- Propositional logic -- First-order logic -- Machine learning: the inductive view -- Neural networks -- Domain-specific neural architectures -- Unsupervised learning -- Reinforcement learning -- Probabilistic graphical models -- Knowledge graphs -- Integrating reasoning and learning.

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