Khen Elimelech

WEBSITE(S)| Research Site

I am a postdoctoral research associate in the Department of Computer Science at Rice University, where I work with Professors Lydia E. Kavraki and Moshe Y. Vardi.

I earned a Ph.D. in the Robotics and Autonomous Systems Program at the Technion – Israel Institute of Technology, under the supervision of Professor Vadim Indelman. Beforehand, I earned a B.Sc. in Applied Mathematics at Bar-Ilan University, Israel. During my graduate studies I also served as an Intel Student Ambassador for AI.

I am interested in developing autonomous robots that can perform cognitive tasks robustly and efficiently. My recent projects revolve around:

  • Dynamic abstraction for Task And Motion Planning (TAMP)
  • Robotic skill learning, generalization, and transfer
  • Formal verification of learned controllers
  • Simplified decision making under uncertainty with formal guarantees
  • Exploiting structure for efficient planning in the belief space and active SLAM

Research Areas

Artificial Intelligence; Robotics; Task and Motion Planning (TAMP)

Education

PhD, Robotics and Autonomous Systems, Technion – Israel Institute of Technology

B.Sc., Applied Mathematics, Bar-Ilan University, Israel

Body

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