TY - BOOK ID - 119232050 TI - Verifiable autonomous systems AU - Dennis, Louise AU - Fisher, Michael PY - 2023 SN - 9781108755023 9781108484992 PB - Cambridge, United Kingdom ;New York, NY, USA Cambridge University Press DB - UniCat KW - Robust control. KW - Automatic control. KW - Machine learning. KW - Computer programs KW - Verification. UR - https://www.unicat.be/uniCat?func=search&query=sysid:119232050 AB - How can we provide guarantees of behaviours for autonomous systems such as driverless cars? This tutorial text, for professionals, researchers and graduate students, explains how autonomous systems, from intelligent robots to driverless cars, can be programmed in ways that make them amenable to formal verification. The authors review specific definitions, applications and the unique future potential of autonomous systems, along with their impact on safer decisions and ethical behaviour. Topics discussed include the use of rational cognitive agent programming from the Beliefs-Desires-Intentions paradigm to control autonomous systems and the role model-checking in verifying the properties of this decision-making component. Several case studies concerning both the verification of autonomous systems and extensions to the framework beyond the model-checking of agent decision-makers are included, along with complete tutorials for the use of the freely-available verifiable cognitive agent toolkit Gwendolen, written in Java. ER -