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BEGIN:VEVENT

CATEGORIES:Engineering
CATEGORIES:Lectures/Conferences
CATEGORIES:Other
CATEGORIES:Utilities
CATEGORIES:Lecture/Talk
CATEGORIES:Panel/Seminar/Colloquium
CATEGORIES:Conference/Symposium
CATEGORIES:Meeting
CATEGORIES:Main
CONTACT;X-BEDEWORK-UID=8a0290b4-860465b2-0186-32feb568-0000477d:Spaulding\
 , Amy
CREATED:20250612T183300Z
DESCRIPTION:Thomas Lord Department of Mechanical Engineering & Materials S
 cience\, Fall 2025 Seminar Series welcomes Dr. Bogdan Epureanu (Universit
 y of Michigan)\, who will present the MEMS Seminar on Sept. 10\, entitled
  "Task Allocation and Strategy Adaptation in Teams of Autonomous Vehicles
  and Humans." \n\nABSTRACT: Autonomous vehicles are increasingly thought 
 of as team members alongside humans in both military and civilian applica
 tions. Such autonomous agents are capable of handling dangerous tasks but
  are limited in their reactions to unforeseen events. At the same time\, 
 humans have more adaptive and creative problem-solving skills but are lim
 ited in terms of handling some specific tasks and managing cognitive load
 s. The inclusion of autonomy within a team requires a significant effort 
 to train agents to distribute tasks dynamically for optimal operation. In
  addition\, the need to address diverse requirements requires heterogeneo
 us teams where agents can have different capabilities and levels of risk 
 tolerance. While heterogeneity in multi-agent teams offers benefits\, new
  challenges arise including how to find optimal heterogeneous team compos
 itions and how to distribute tasks dynamically among agents in complex op
 erations.\n\nThis presentation will discuss modeling tools for autonomous
  vehicles with focus on artificial intelligence algorithms for heterogene
 ous agents to learn dynamically task distributions in teams with humans a
 nd other autonomous agents through reinforcement learning in synthetic en
 vironments.\n\nBIO: Bogdan I. Epureanu completed his Ph.D. at Duke Univer
 sity in 1999. He is the Roger L. McCarthy Professor and Arthur F. Thurnau
  Professor in the Department of Mechanical Engineering at the University 
 of Michigan\, with a courtesy appointment in Electrical Engineering and C
 omputer Science. Dr. Epureanu is the Director of the Automotive Research 
 Center\, which leads the way in areas of autonomy of ground systems\, inc
 luding vehicle dynamics\, control\, and autonomous behavior\, human-auton
 omy teaming\, high performance structures and materials\, intelligent pow
 er systems\, and fleet operations and vehicle system of systems integrati
 on. His research focuses on nonlinear dynamics of complex systems\, such 
 as teaming of autonomous vehicles\, enhanced aircraft safety and performa
 nce\, early detection of neurodegenerative diseases\, and forecasting tip
 ping points in engineered and physical systems such as disease epidemics 
 and ecology.
DURATION:PT1H
DTSTAMP:20250908T141152Z
DTSTART;TZID=America/New_York:20250910T120000
LAST-MODIFIED:20250908T141152Z
LOCATION;X-BEDEWORK-UID=18832e99-20476e5b-0120-58864347-000000be:Fitzpatri
 ck Center Schiciano Auditorium Side A\, room 1464
STATUS:CONFIRMED
SUMMARY:MEMS Seminar: Bogdan Epureanu
UID:CAL-8a00f888-97512113-0197-656ab3f3-00003ee1demobedework@mysite.edu
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 r/Topics/Engineering
X-BEDEWORK-CS;X-BEDEWORK-PARAM-DESCRIPTION="/principals/users/agrp_PrattSc
 hool,":Pratt School of Engineering
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 ublic-user/Lectures_Conferences/Conference_Symposium
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 er/public-user/Lectures_Conferences/Panel_Seminar_Colloquium
X-BEDEWORK-DUKE-SERIES:MEMS Seminar Fall 2025 Speaker Series
X-BEDEWORK-SUBMITTEDBY:acs2 for Mechanical Engineering and Materials Scien
 ce (MEMS) (agrp_PrattSchool_MEMS)
X-BEDEWORK-SPEAKER:Bogdan Epureanu
END:VEVENT
END:VCALENDAR