Autonomous systems: Control and dynamical systems, learning, ML, optimization, safety, autonomous vehicles, drones, IoT

Type A: Theoretical foundation

  • developing learning and control theory
  • safety assurance methods for systems with machine learning in the loop
  • safe collaboration of human and machines 

Type B: Application of control-theoretic tools

  • autonomous driving
  • drones
  • balloons
  • precision medicine
  • covid19  

Type C: Software engineering

  • Building a library for Type A and B 

Desirable skills include:

  • Control theory
  • Math skills
  • Reinforcement learning 
  • Coding skills

Required background varies by projects.