This book is aimed at professionals, researchers and postgraduate students interested in techniques for assuring the behaviour of autonomous systems and how these systems may be programmed so that such assurance can be given. Several case studies are included, along with tutorials for the technologies used in those case studies.
This book is aimed at professionals, researchers and postgraduate students interested in techniques for assuring the behaviour of autonomous systems and how these systems may be programmed so that such assurance can be given. Several case studies are included, along with tutorials for the technologies used in those case studies.Hinweis: Dieser Artikel kann nur an eine deutsche Lieferadresse ausgeliefert werden.
Dr Louise Dennis is leader of the Autonomy and Verification research group at the University of Manchester and conference coordinator for the ACM Special Interest Group for Artificial Intelligence. She studied Mathematics and Philosophy at the University of Oxford and received her PhD from the University of Edinburgh in using AI techniques to prove mathematical theorems; her interest in the overlap between Mathematics, Philosophy and Artificial Intelligence has continued ever since. Her current research encompasses the programming of autonomous systems, the development of agent programming languages, reasoning about systems and programs via formal mathematical techniques, and the ethical implications of Artificial Intelligence. Beyond the university setting, Dr Dennis is active in public engagement and spends a lot of time taking Lego Robots into schools to introduce robotics programming to children.
Inhaltsangabe
1. Introduction Part I. Foundations: 2. Autonomous systems architectures 3. Agent decision maker 4. Formal agent verification 5. Verifying autonomous systems 6. Agent-based autonomous system verification Part II. Applications: 7. Multi-agent auctions 8. Autonomous satellite control 9. Certification of unmanned air systems 10. Ethical decision making Part III. Extensions: 11. Compositional verification - widening our view beyond the agent 12. Runtime verification - recognising abstraction violations 13. Utilising external model-checkers Part IV. Concluding Remarks: 14. Verifiable autonomous systems 15. The future Appendix A. Gwendolen documentation Appendix B. AIL toolkit documentation Appendix C. AJPF documentation Bibliography Index.
1. Introduction Part I. Foundations: 2. Autonomous systems architectures 3. Agent decision maker 4. Formal agent verification 5. Verifying autonomous systems 6. Agent-based autonomous system verification Part II. Applications: 7. Multi-agent auctions 8. Autonomous satellite control 9. Certification of unmanned air systems 10. Ethical decision making Part III. Extensions: 11. Compositional verification - widening our view beyond the agent 12. Runtime verification - recognising abstraction violations 13. Utilising external model-checkers Part IV. Concluding Remarks: 14. Verifiable autonomous systems 15. The future Appendix A. Gwendolen documentation Appendix B. AIL toolkit documentation Appendix C. AJPF documentation Bibliography Index.
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