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A team of PhDs using modern control theory can prove stability of an aerospace control loop across all different operating conditions. A team of software engin
by planteen 10y ago
A team of PhDs using modern control theory can prove stability of an aerospace control loop across all different operating conditions.
A team of software engineers can then implement that with static analyzers and run time checkers during development to give confidence to an implementation.
Can you prove stability of a deep learning system across all possible operating conditions it may encounter?
- throwaway729 10y agoCan you do the perception tasks that self driving platforms do using only control theory?
- planteen 10y agoI'm not talking about self driving at all. I took your earlier comment to mean that the you thought the future of avionics control and other classical embedded problems would be using DNNs. Maybe that's not what you meant.
- throwaway729 10y agoNo. That would be crazy. Well maybe not really as planes become more autonomous and airspace more crowded, delivery drones and so on, but we are still a long way from that. I was thinking more of self driving though.