Continuous Engineering for Trustworthy Learning-Enabled Autonomous Systems
Saddek Bensalem,
Panagiotis Katsaros,
Dejan Ničković
et al.
Abstract:Learning-enabled autonomous systems (LEAS) use machine learning (ML) components for essential functions of autonomous operation, such as perception and control. LEAS are often safety-critical. The development and integration of trustworthy ML components present new challenges that extend beyond the boundaries of system’s design to the system’s operation in its real environment. This paper introduces the methodology and tools developed within the frame of the FOCETA European project towards the continuous engin… Show more
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