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.