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LQR-RRT* method is used for random motion planning of a simple pendulum in it's phase plot

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LQR-RRT*

LQR heuristic as an extension to sample based motion planning algorithms, such as RRT or RRT*, can be a relatively low-cost distance metric and find optimal plans in domains with complex or underactuated dynamics. Below, is the phase plot propagation of the simple pendulum:

demo

More on this at: http://people.csail.mit.edu/tlp/pdf/2012/ICRA12_1657_FI.pdf