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Markov Decision Process - Pendulum Control

version 1.4.0.0 (23.3 KB) by Matthew Kelly
Creates a Markov Decision Process model of a pendulum, then finds optimal swing-up policy.

328 Downloads

Updated 21 Feb 2016

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Takes a single pendulum (with a torque actuator) and models it as a Markov Decision Process (MDP), using linear barycentric interpolation over a uniform grid. Then, value iteration is used to compute the optimal policy, which is then displayed as a plot. Finally, a simulation is run to demonstrate how to evaluate the optimal policy.

Cite As

Matthew Kelly (2021). Markov Decision Process - Pendulum Control (https://github.com/MatthewPeterKelly/MDP_Pendulum), GitHub. Retrieved .

MATLAB Release Compatibility
Created with R2014a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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To view or report issues in this GitHub add-on, visit the GitHub Repository.
To view or report issues in this GitHub add-on, visit the GitHub Repository.