nonlinear-model-predictive-control topic

List nonlinear-model-predictive-control repositories

ParNMPC

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

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

optimization-engine

481
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52
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Nonconvex embedded optimization: code generation for fast real-time optimization

python_simple_mppi

175
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Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.

pympc_panoc_ipopt

23
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1
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MPC pathtracking implementation with python, solved by PANOC/IPOPT

qm_door

68
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8
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68
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:dog2: Quadruped manipulator planner and controller using MPC and WBC based on OCS2: Unitree AlienGo + Z1