2min chapter

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#114 – Russ Tedrake: Underactuated Robotics, Control, Dynamics and Touch

Lex Fridman Podcast

CHAPTER

Is It Possible to Find the Corner Cases Efficiently?

control theory has, for, for decades talked about active experiment design. Like how do you find the corner cases? That's one kind of question. We've done some work with Matt O'Kellie and Amansina where we've worked on some falsification algorithms that are trying to do rare event simulation. If you can write sampling strategies which figure out where your controller is performing badly in simulation and start generating lots of examples around that, you know, it's just the space of possible places where that can go wrong is very big.

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