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differential_dynamic_programming's Introduction

Implementation of Differential Dynamic Programming

Overview

Work in progress.

Only 1-dimensional states and inputs for now.

Requirements

matplotlib, numpy

pseudocode

Gallery

Initial state=1.02

Steplength=(1/2)^l

error1 error2

Initial state=1.2

Steplength=(1/2)^l

error3 error4 The image above is captured at 1000 iteration. error4 The image above is captured at 10,000,000 iteration.

Initial state=1.1

Steplength=(1/2)^l

error5 error6

References

Constrained Differential Dynamic Programming Revisited

Control-Limited Differential Dynamic Programming

The Application Of Optimal Control Methodology To Nonlinear Programming Problems

differential_dynamic_programming's People

Watchers

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