Safe Learning in Autonomous Systems

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Safe Learning in Autonomous Systems

December 20, 2023 @ 2:30 pm - 5:00 pm

Safe Learning in Autonomous Systems
๐—˜๐—บ๐—ฏ๐—ฎ๐—ฟ๐—ธ ๐—ผ๐—ป ๐—ฎ ๐—ฐ๐—ฎ๐—ฝ๐˜๐—ถ๐˜ƒ๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ท๐—ผ๐˜‚๐—ฟ๐—ป๐—ฒ๐˜† ๐—ถ๐—ป๐˜๐—ผ ๐˜๐—ต๐—ฒ ๐—ฟ๐—ฒ๐—ฎ๐—น๐—บ ๐—ผ๐—ณ ๐˜€๐—ฎ๐—ณ๐—ฒ ๐—น๐—ฒ๐—ฎ๐—ฟ๐—ป๐—ถ๐—ป๐—ด ๐—ถ๐—ป ๐—ฎ๐˜‚๐˜๐—ผ๐—ป๐—ผ๐—บ๐—ผ๐˜‚๐˜€ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—ฃ๐—ฟ๐—ผ๐—ณ๐—ฒ๐˜€๐˜€๐—ผ๐—ฟ ๐—ก๐—ฎ๐—ถ๐—ฟ๐—ฎ ๐—›๐—ผ๐˜ƒ๐—ฎ๐—ธ๐—ถ๐—บ๐˜†๐—ฎ๐—ป!
Join us on ๐——๐—ฒ๐—ฐ๐—ฒ๐—บ๐—ฏ๐—ฒ๐—ฟ ๐Ÿฎ๐Ÿฌ๐˜๐—ต ๐—ฎ๐˜ ๐Ÿฎ:๐Ÿฏ๐Ÿฌ ๐—ฃ๐—  for an enriching seminar, hosted by the Center of Scientific Innovation and Education (CSIE) in collaboration with the National Polytechnic University of Armenia (NPUA).

ย ๐—”๐—ฏ๐˜€๐˜๐—ฟ๐—ฎ๐—ฐ๐˜:

Learning-based control paradigms have seen many success stories with various robots and co-robots in recent years. However, as these robots prepare to enter the real world, operating safely in the presence of imperfect model knowledge and external disturbances is going to be vital to ensure mission success. We introduce a class of distributionally robust adaptive control architectures that ensure robustness to distribution shifts and enable the development of certificates for V&V of learning-enabled systems. An overview of different projects at the Advanced Controls Research Laboratory at UIUC that build upon this framework will be demonstrated to show different applications.

ย ๐—ช๐—ต๐—ฎ๐˜ ๐˜๐—ผ ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฐ๐˜

ย ๐—–๐˜‚๐˜๐˜๐—ถ๐—ป๐—ด-๐—ฒ๐—ฑ๐—ด๐—ฒ ๐—œ๐—ป๐˜€๐—ถ๐—ด๐—ต๐˜๐˜€:
Delve into the world of distributionally robust adaptive control architectures and their role in ensuring the safety of learning-enabled systems.
ย ๐—Ÿ๐—ถ๐˜ƒ๐—ฒ ๐——๐—ฒ๐—บ๐—ผ๐—ป๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป๐˜€:
Explore real-world applications through live demonstrations of diverse projects, providing a firsthand look at the power of safe learning in autonomous systems.
ย ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ฎ๐—ฐ๐˜๐—ถ๐˜ƒ๐—ฒ ๐—ค&๐—”:
Engage in insightful discussions with Prof. Naira Hovakimyan, a leading expert in the field, and gain valuable insights into the future of autonomous systems.
ย ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ฆ๐—ต๐—ผ๐˜„๐—ฐ๐—ฎ๐˜€๐—ฒ:
Get an exclusive look at the latest research findings from Prof. Naira Hovakimyanโ€™s lab, showcasing how distributionally robust adaptive control architectures are shaping the next generation of autonomous systems.

ย ๐—ช๐—ต๐˜† ๐—”๐˜๐˜๐—ฒ๐—ป๐—ฑ:

  • ย ๐—˜๐˜…๐—ฝ๐—ฒ๐—ฟ๐˜ ๐—ž๐—ป๐—ผ๐˜„๐—น๐—ฒ๐—ฑ๐—ด๐—ฒ: Learn from the best in the field as Prof. Naira Hovakimyan shares her expertise on safe learning paradigms.
  • ย ๐—ก๐—ฒ๐˜๐˜„๐—ผ๐—ฟ๐—ธ๐—ถ๐—ป๐—ด ๐—ข๐—ฝ๐—ฝ๐—ผ๐—ฟ๐˜๐˜‚๐—ป๐—ถ๐˜๐—ถ๐—ฒ๐˜€: Connect with like-minded individuals, researchers, and industry professionals passionate about the future of robotics.
  • ย ๐—œ๐—ป๐˜€๐—ฝ๐—ถ๐—ฟ๐—ฎ๐˜๐—ถ๐—ผ๐—ป: Gain inspiration from real-world applications and discover how safe learning is reshaping the landscape of autonomous systems.

๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ ๐—ฌ๐—ผ๐˜‚๐—ฟ ๐—ฆ๐—ฝ๐—ผ๐˜ ๐—ก๐—ผ๐˜„! ๐—Ÿ๐—ถ๐—บ๐—ถ๐˜๐—ฒ๐—ฑ ๐—ฆ๐—ฒ๐—ฎ๐˜๐˜€ ๐—”๐˜ƒ๐—ฎ๐—ถ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ.

This seminar is not just an event; it’s a chance to unlock the potential of safe learning in autonomous systems. Join us and be part of the future!
๐—˜๐˜ƒ๐—ฒ๐—ป๐˜ ๐——๐—ฒ๐˜๐—ฎ๐—ถ๐—น๐˜€:
ย ๐——๐—ฎ๐˜๐—ฒ: December 20
ย ๐—ง๐—ถ๐—บ๐—ฒ: 2:30 PM
ย ๐—ฉ๐—ฒ๐—ป๐˜‚๐—ฒ: 3rd Floor Hall, Building 17, NPUA @ 105 Teryan St, Yerevan
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Details

Date:
December 20, 2023
Time:
2:30 pm - 5:00 pm
Event Category:
Event Tags:
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Organizer

Center for Scientific Innovation and Education
View Organizer Website

Venue

National Polytechnic University of Armenia – NPUA