Artificial Intelligence – Agent Behaviour
Publisher: Bookboon.com
Published: 2013
ISBN-13: 9788776815592
Table of contents: title: Sisältö; title: Behaviour; title: What is behaviour?; title: Reactive versus Cognitive Agents; title: Emergence, Self-organisation, Adaptivity and Evolution; title: The Frame of Reference Problem; title: Stigmergy and Swarm Intelligence; title: Implementing behaviour of Turtle Agents in NetLogo; title: Boids; title: Summary; title: Communication; title: Communication, Information and Language; title: The diversity of human language; title: Communication via communities of agents; title: Communicating Behaviour; title: The Small World Phenomenon and Dijkstra’s algorithm; title: Using communicating agents for searching networks; title: Entropy and Information; title: Calculating Entropy in NetLogo; title: Language Modelling; title: Entropy of a Language; title: Communicating Meaning; title: Summary; title: Search; title: Search Behaviour; title: Search Problems; title: Uninformed (blind) search; title: Implementing uninformed search in NetLogo; title: Search as behaviour selection; title: Informed search; title: Local search and optimisation; title: Comparing the search behaviours; title: Summary and Discussion; title: Knowledge; title: Knowledge and Knowledge-based Systems; title: Knowledge as justified true belief; title: Different types of knowledge; title: Some approaches to Knowledge Representation and AI; title: Knowledge engineering problems; title: Knowledge without representation; title: Representing knowledge using maps; title: Representing knowledge using event maps; title: Representing knowledge using rules and logic; title: Reasoning using rules and logic; title: Knowledge and reasoning using frames; title: Knowledge and reasoning using decision trees; title: Knowledge and reasoning using semantic networks; title: Summary and Discussion; title: Intelligence; title: The nature of intelligence; title: Intelligence without representation and reason; title: What AI can and can’t do; title: The Need for Design Objectives for Artificial Intelligence; title: What are Good Objectives?; title: Some Design Objectives for Artificial Intelligence; title: Towards believable agents; title: Towards computers with problem solving ability; title: Summary and Discussion; title: References