Modelling and Controlling of Behaviour for Autonomous Mobile Robots - Softcover

Skubch, Hendrik

Softcover

ISBN 10: 3658008105 ISBN 13: 9783658008109

Verlag: Springer Vieweg, 2013

Inhaltsangabe

As research progresses, it enables multi-robot systems to be used in more and more complex and dynamic scenarios. Hence, the question arises how different modelling and reasoning paradigms can be utilised to describe the intended behaviour of a team and execute it in a robust and adaptive manner. Hendrik Skubch presents a solution, ALICA (A Language for Interactive Cooperative Agents) which combines modelling techniques drawn from different paradigms in an integrative fashion. Hierarchies of finite state machines are used to structure the behaviour of the team such that temporal and causal relationships can be expressed. Utility functions weigh different options against each other and assign agents to different tasks. Finally, non-linear constraint satisfaction and optimisation problems are integrated, allowing for complex cooperative behaviour to be specified in a concise, theoretically well-founded manner.

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Über die Autorin bzw. den Autor

Dr. Hendrik Skubch completed his doctoral degree under the supervision of Prof. Dr. Kurt Geihs at the Distributed Systems Group at the University of Kassel.

Von der hinteren Coverseite

As research progresses, it enables multi-robot systems to be used in more and more complex and dynamic scenarios. Hence, the question arises how different modelling and reasoning paradigms can be utilised to describe the intended behaviour of a team and execute it in a robust and adaptive manner. Hendrik Skubch presents a solution, ALICA (A Language for Interactive Cooperative Agents) which combines modelling techniques drawn from different paradigms in an integrative fashion. Hierarchies of finite state machines are used to structure the behaviour of the team such that temporal and causal relationships can be expressed. Utility functions weigh different options against each other and assign agents to different tasks. Finally, non-linear constraint satisfaction and optimisation problems are integrated, allowing for complex cooperative behaviour to be specified in a concise, theoretically well-founded manner.

Contents

· Task Allocation

· Distributed Constraint Solving

· Multi-Robot Systems

· Cooperation

· Plan Execution

· Behaviour Modelling

Target Groups

Researchers and students in the fields of computer science, robotics, and artificial intelligence; artificial intelligence programmer.

Author

Dr. Hendrik Skubch completed his doctoral degree under the supervision of Prof. Dr. Kurt Geihs at the Distributed Systems Group at the University of Kassel.

Details zur Ausgabe

• Verlag: Springer Vieweg
• Erscheinungsdatum: 2013
• Sprache: Englisch
• ISBN 10: 3658008105
• ISBN 13: 9783658008109
• Einband: Taschenbuch
• Anzahl der Seiten: 280
• Kontakt zum Hersteller: Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com; ; Europaplatz 3; Heidelberg; 69115; Deutschland