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Summary

This aims to cover what I think the key history of control algorithms are from PID to modern advanced architectures to provide I know something about controls :)

Algorithms

Fundamental Controls

  • PID
  • KF
  • LQR

Intermediate Controls

  • MPC
    • Linear MPC
    • Non-linear MPC
  • iLQR
  • CBF

Modern

  • Learning MPC

SOTA

  • To be determined...

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