SEAMS 2019
Sat 25 - Sun 26 May 2019 Montreal, QC, Canada
co-located with ICSE 2019
Sun 26 May 2019 09:00 - 10:30 at Duluth - Keynote 2 Chair(s): Siobhán Clarke

Autonomous driving requires adaptivity “on steroids” to serve different mission needs in varying and open driving environments using limited on-board resources, possibly under failures. After a brief overview of the functions that make up an automated driving system, I will describe three major control loops in charge of the adaptivity: basic control, supervisory control, and fleet learning. Basic control needs to react to immediate changes of the road environment, such as lighting and weather, to adjust perception and motion planning and control functions for the given driving conditions. Supervisory control monitors the health of the system and its functional limits. Fleet learning allows vehicles to share new experiences from the field with each other. I will describe current designs and mechanisms used in such systems, pointing out limitations, challenges, and future directions.

Sun 26 May

seams-2019-papers
09:00 - 10:30: SEAMS 2019 - Keynote 2 at Duluth
Chair(s): Siobhán ClarkeTrinity College Dublin, Ireland
seams-2019-papers09:00 - 10:30
Talk
Krzysztof CzarneckiUniversity of Waterloo, Canada