Keenan Albee
Scholar

Keenan Albee

Google Scholar ID: msRla_0AAAAJ
University of Southern California
motion planningreinforcement learningoptimal/robust controlextreme environment robotics
Citations & Impact
All-time
Citations
220
 
H-index
8
 
i10-index
6
 
Publications
20
 
Co-authors
0
 
Resume (English only)
Academic Achievements
  • His work has flown on the International Space Station and is planned to go to the Moon in the coming months.
Research Experience
  • Assistant Professor of Astronautical Engineering and of Aerospace and Mechanical Engineering at USC Viterbi School of Engineering; Research includes infusing learning-based tools into planning and control for improved efficiency and safety under imperfect knowledge, providing or enhancing safety guarantees for uncertain dynamical systems, considering perception, localization, and information gain in robotic planning, and developing autonomy frameworks for exploration, space, and other extreme environment applications.
Education
  • 2022, Doctoral Degree, Aeronautics and Astronautics (Autonomous Systems), Massachusetts Institute of Technology; 2019, Master's Degree, Aeronautics and Astronautics, Massachusetts Institute of Technology; 2017, Bachelor's Degree, Mechanical Engineering, Columbia University.
Background
  • Research Interests: Adaptive decision-making, control theory under uncertainty, reinforcement learning, stochastic modeling. Professional Field: Astronautical and Aerospace Engineering. Summary: Focused on developing algorithms for robots to operate autonomously in uncertain, unknown, or unstructured environments, especially when facing limitations in perception, real-time computing demands, and complex or stochastic dynamics.
Miscellany
  • Office: RTH 305, Ronald Tutor Hall of Engineering, 3710 McClintock Ave., Los Angeles, CA 90089; Contact: kalbee@usc.edu; Links: Research Website and Personal Website.
Co-authors
0 total
Co-authors: 0 (list not available)