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Comment by 6gvONxR4sf7o

This looks neat, but anyone interested should know there's also a whole mature field to solve similar problems. The field of control theory has some really simple and really robust methods for getting a system from state A to state B. If you aren't trying to learn how the system works simultaneous to your algorithm being deployed, it can be a really a good fit.

This book and control theory solve different problems. I'm just commenting because I sometimes see modern ML folks trying to apply super duper general techniques to problems that are easily solved specifically with simple undergrad-level techniques from the specific fields (including this material to control problems). Also, I just think control theory is really cool and perhaps under-discussed in "cool math/eng stuff" circles.

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