[Lyapunov Analysis](https://kaikwan.notion.site/Lyapunov-Analysis-6eaf32b27d1744fa8f7f369ca59fab36) (TODO)

[Trajectory Optimization](https://kaikwan.notion.site/Trajectory-Optimization-417e509dcf254519aa33730ae02bab5e)

Open-loop control system - no feedback

Closed-loop control system - with feedback and gain

An Introduction to Types of Closed-loop Motor Control - Technical Articles

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RL is just control but ML

Ch. 7 - Dynamic Programming

Double integrator - classic ode example

$\ddot{q} = u, \quad |u| \le 1$

Screenshot 2024-03-04 at 22.22.08.png

some notation - u is effort/force, x is full state

To drive the double integrator to the origin, we can have the following objective

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quadratic cost: exponential approach to the goal

minimum-time: arrive at the goal in finite time

Say we decide a point to apply the brakes to arrive at the origin