Artificial intelligence foundations of computational agents

✍ Scribed by Mackworth, Alan K.;Poole, David L

Publisher: Cambridge Univ. Press
Year: 2011
Tongue: English
Leaves: 682
Edition: Reprinted
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Machine generated contents note: Part I. Agents in the World: What Are Agents and How Can They Be Built?: 1. Artificial intelligence and agents; 2. Agent architectures and hierarchical control; Part II. Representing and Reasoning: 3. States and searching; 4. Features and constraints; 5. Propositions and inference; 6. Reasoning under uncertainty; Part III. Learning and Planning: 7. Learning: overview and supervised learning; 8. Planning with certainty; 9. Planning under uncertainty; 10. Multiagent systems; 11. Beyond supervised learning; Part IV. Reasoning about Individuals and Relations: 12. Individuals and relations; 13. Ontologies and knowledge-based systems; 14. Relational planning, learning and probabilistic reasoning; Part V. The Big Picture: 15. Retrospect and prospect; Appendix A. Mathematical preliminaries and notation.

✦ Table of Contents

Machine generated contents note: Part I. Agents in the World: What Are Agents and How Can They Be Built?: 1. Artificial intelligence and agents
2. Agent architectures and hierarchical control
Part II. Representing and Reasoning: 3. States and searching
4. Features and constraints
5. Propositions and inference
6. Reasoning under uncertainty
Part III. Learning and Planning: 7. Learning: overview and supervised learning
8. Planning with certainty
9. Planning under uncertainty
10. Multiagent systems
11. Beyond supervised learning
Part IV. Reasoning about Individuals and Relations: 12. Individuals and relations
13. Ontologies and knowledge-based systems
14. Relational planning, learning and probabilistic reasoning
Part V. The Big Picture: 15. Retrospect and prospect
Appendix A. Mathematical preliminaries and notation.

✦ Subjects

Lehrbuch;Artificial intelligence;Artificial intelligence--Textbooks;Computational intelligence;Computational intelligence--Textbooks;Künstliche Intelligenz;Textbooks;Computational intelligence -- Textbooks;Artificial intelligence -- Textbooks;Künstliche Intelligenz

📜 SIMILAR VOLUMES

Artificial Intelligence: Foundations of

📁 Artificial Intelligence: Foundations of Computational Agents

✍ David L. Poole, Alan K. Mackworth 📂 Library 📅 2010 🏛 Cambridge University Press 🌐 English

Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents is a textbook aimed at junior to senior undergraduate students and first-year graduate students. It presents artificial

Artificial Intelligence: Foundations of

📁 Artificial Intelligence: Foundations of Computational Agents

✍ David L., Mackworth Alan K. 📂 Library 📅 2010 🏛 Cambridge University Press 🌐 English

Artificial Intelligence: Foundations of

📁 Artificial Intelligence: Foundations of Computational Agents

✍ David L. Poole; Alan K Mackworth 📂 Library 📅 2017 🏛 Cambridge University Press 🌐 English

Artificial intelligence, including machine learning, has emerged as a transformational science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents presents AI using a coherent framework to study the design of intelligent computational agents. By showing how the b

Artificial intelligence : foundations of

📁 Artificial intelligence : foundations of computational agents

✍ David L Poole; Alan K Mackworth 📂 Library 📅 2010 🏛 Cambridge University Press 🌐 English

''Recent decades have witnessed the emergence of artificial intelligence as a serious science and engineering discipline. Artificial Intelligence: Foundations of Computational Agents is a textbook aimed at junior to senior undergraduate students and first-year graduate students. It presents artifici

Python code for Artificial Intelligence:

📁 Python code for Artificial Intelligence: Foundations of Computational Agents

✍ David L. Poole & Alan K. Mackworth 📂 Library 📅 2023 🏛 Independently Published 🌐 English

AIPython contains runnable code for the book Artificial Intelligence, foundations of computational agents, 3rd Edition[Poole and Mackworth, 2023]. It has the following design goals • Readability is more important than efficiency, although the asymptotic complexity is not compromised. AIP

Artificial Intelligence: Foundations of

📁 Artificial Intelligence: Foundations of Computational Agents, 3rd Edition

✍ David L. Poole. Alan K. Mackworth 📂 Library 📅 2024 🏛 Cambridge University Press 🌐 English

Fully revised and updated, this third edition includes three new chapters on neural networks and deep learning including generative AI, causality, and the social, ethical and regulatory impacts of artificial intelligence. All parts have been updated with the methods that have been proven to work. Th