Engineering Artificially Intelligent Systems

A Systems Engineering Approach to Realizing Synergistic Capabilities

AvRanjeev Mittu,Donald A. Sofge

E-bok
Engelska, 2021

873 kr

Läs direkt i Bokus Reader – eller ladda ned till din enhet

Beskrivning

Many current AI and machine learning algorithms and data and information fusion processes attempt in software to estimate situations in our complex world of nested feedback loops. Such algorithms and processes must gracefully and efficiently adapt to technical challenges such as 
data quality induced by these loops, and interdependencies that vary in complexity, space, and time.

To realize effective and efficient designs of computational systems, a Systems Engineering perspective may provide a framework for identifying the interrelationships and patterns of change between components rather than static snapshots. We must study cascading interdependencies through this perspective to understand their behavior and to successfully adopt complex system-of-systems in society. 

This book derives in part from the presentations given at the AAAI 2021 Spring Symposium session on Leveraging Systems Engineering to Realize Synergistic AI / Machine Learning Capabilities. Its 16 chapters offer an emphasis on pragmatic aspects and address topics in systems engineering; AI, machine learning, and reasoning; data and information fusion; intelligent systems; autonomous systems; interdependence and teamwork; human-computer interaction; trust; and resilience.


Produktinformation

Utforska kategorier

Hoppa över listan

Du kanske också är intresserad av

Donald Sofge, Ranjeev Mittu, William Lawless, Scott Fouse, Tony Gillespie, James Llinas, Prithviraj Dasgupta - Putting AI in the Critical Loop, E-bok

Putting AI in the Critical Loop

Donald Sofge, Ranjeev Mittu, William Lawless, Scott Fouse, Tony Gillespie, James Llinas, Prithviraj Dasgupta

E-bok
2024

2 800 kr

Prithviraj Dasgupta, James Llinas, Tony Gillespie, Scott Fouse, William Lawless, Ranjeev Mittu, Donald Sofge - Putting AI in the Critical Loop, Häftad

Putting AI in the Critical Loop

Prithviraj Dasgupta, James Llinas, Tony Gillespie, Scott Fouse, William Lawless, Ranjeev Mittu, Donald Sofge

Häftad, 2024

1 967 kr