2.2 Autonomy Flashcards
(11 cards)
Autonomy
Ability of the system to work independently of human oversight and control for prolonged periods of time
Fully autonomous system
Completely independent of human oversight and control
Not often desired in practice
Fully self-driving cars
Popularly referred to as ‘autonomous’, Officially classified as having ‘full driving automation’
Autonomous systems are often considered
Smart or intelligent
Smart or intelligent systems
Suggest they would include AI-based components to perform certain functions
Autonomous vehicles that need to be situationally aware typically use
Several sensors and image processing to gather information about the vehicle’s immediate environment
Most effective approach to performing situational awareness function for autonomous vehicles
Machine learning, especially deep learning
Autonomous systems may also include
Decision-making and control functions
Decision-making and control functions can be effectively performed using
AI-based components
All AI-based systems are autonomous
False
Characteristics of an autonomous system that need to be specified and tested
Length of time an autonomous system is expected to perform satisfactorily without human intervention
Events for which the autonomous system must give control back to its human controllers