model-predictive-control topic

List model-predictive-control repositories

ilqr

352
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75
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Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models

pymanoid

211
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38
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Humanoid robotics prototyping environment based on OpenRAVE

mpc

144
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62
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A software pipeline using the Model Predictive Control method to drive a car around a virtual track.

ddp-gym

84
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23
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Differential Dynamic Programming controller operating in OpenAI Gym environment.

PythonLinearNonlinearControl

820
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178
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PythonLinearNonLinearControl is a library implementing the linear and nonlinear control theories in python.

mpc_local_planner

520
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139
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The mpc_local_planner package implements a plugin to the base_local_planner of the 2D navigation stack. It provides a generic and versatile model predictive control implementation with minimum-time an...

hypharos_minicar

307
Stars
113
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1/20 MiniCar: An ackermann based rover for MPC and Pure-Pursuit controller

ParNMPC

281
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79
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A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)

robotoc

236
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40
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Efficient optimal control solvers for robotic systems.

autogenu-jupyter

146
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34
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An automatic code generator for nonlinear model predictive control (NMPC) and the continuation/GMRES method (C/GMRES) based numerical solvers for NMPC