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Introduction to Artificial Intelligence - Research Book

Introduction to Artificial Intelligence - Research Book

Trending Research Book in Introduction to Artificial Intelligence

Author(s) Name:  Wolfgang Ertel

About the Book:

   This accessible and engaging textbook presents a concise introduction to the exciting field of artificial intelligence (AI). The broad-ranging discussion covers the key subdisciplines within the field, describing practical algorithms and concrete applications in the areas of agents, logic, search, reasoning under uncertainty, machine learning, neural networks, and reinforcement learning. Fully revised and updated, this much-anticipated second edition also includes new material on deep learning.

Table of Contents

  • Introduction
  • Propositional Logic
  • First-order Predicate Logic
  • Limitations of Logic
  • Logic Programming with PROLOG
  • Search, Games and Problem Solving
  • Reasoning with Uncertainty
  • Machine Learning and Data Mining
  • Neural Networks
  • Reinforcement Learning
  • Solutions for the Exercises

    • ISBN:  978-3-319-58487-4

    Publisher:  Springer

    Year of Publication:  2017

    Book Link:  Home Page Url