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Action Programming Languages / by Michael Thielscher.
- Format:
- Book
- Author/Creator:
- Thielscher, Michael, Author.
- Series:
- Synthesis Lectures on Artificial Intelligence and Machine Learning, 1939-4616
- Language:
- English
- Subjects (All):
- Artificial intelligence.
- Machine learning.
- Neural networks (Computer science).
- Artificial Intelligence.
- Machine Learning.
- Mathematical Models of Cognitive Processes and Neural Networks.
- Local Subjects:
- Artificial Intelligence.
- Machine Learning.
- Mathematical Models of Cognitive Processes and Neural Networks.
- Physical Description:
- 1 online resource (VIII, 91 p.)
- Edition:
- 1st ed. 2008.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2008.
- Summary:
- Artificial systems that think and behave intelligently are one of the most exciting and challenging goals of Artificial Intelligence. Action Programming is the art and science of devising high-level control strategies for autonomous systems which employ a mental model of their environment and which reason about their actions as a means to achieve their goals. Applications of this programming paradigm include autonomous software agents, mobile robots with high-level reasoning capabilities, and General Game Playing. These lecture notes give an in-depth introduction to the current state-of-the-art in action programming. The main topics are knowledge representation for actions, procedural action programming, planning, agent logic programs, and reactive, behavior-based agents. The only prerequisite for understanding the material in these lecture notes is some general programming experience and basic knowledge of classical first-order logic. Table of Contents: Introduction / Mathematical Preliminaries / Procedural Action Programs / Action Programs and Planning / Declarative Action Programs / Reactive Action Programs / Suggested Further Reading.
- Contents:
- Introduction
- Mathematical Preliminaries
- Procedural Action Programs
- Action Programs and Planning
- Declarative Action Programs
- Reactive Action Programs
- Suggested Further Reading.
- ISBN:
- 9783031015472
- 3031015479
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