optimal-control topic

List optimal-control repositories

hpipm

486
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High-performance interior-point-method QP and QCQP solvers

ProximalAlgorithms.jl

124
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18
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Proximal algorithms for nonsmooth optimization in Julia

optimal-control-literature-software

67
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List of literature and software for optimal control and numerical optimization.

math-for-macro

126
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44
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Source files of the course "Mathematics for Macroeconomics"

Arduino_Constrained_MPC_Library

97
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26
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A compact Constrained Model Predictive Control (MPC) library with Active Set based Quadratic Programming (QP) solver for Teensy4/Arduino system (or any real time embedded system in general)

Pontryagin-Differentiable-Programming

151
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23
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A unified end-to-end learning and control framework that is able to learn a (neural) control objective function, dynamics equation, control policy, or/and optimal trajectory in a control system.

RLGC

104
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28
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An open-source platform for applying Reinforcement Learning for Grid Control (RLGC)

biped_trajectory_optimization

83
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9
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Implementing trajectory optimization on bipedal system

DifferentialDynamicProgramming.jl

74
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A package for solving Differential Dynamic Programming and trajectory optimization problems.

motion_planning

153
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38
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Motion Planning Library to accompany turtlebot3_from_scratch repository. Deployed PRM, Grid Map, A*, Theta*, LPA*, D* Lite*, Potential Field, and MPPI.