iLQG/DDP trajectory optimization

Solve the deterministic finite-horizon optimal control problem with iLQG/DDP

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Solve the deterministic finite-horizon optimal control problem with the iLQG (iterative Linear Quadratic Gaussian) or modified DDP (Differential Dynamic Programming) algorithm. Includes two demos, a linear control-constrained problem and a car-parking problem. For details see
Tassa, Mansard and Todorov, 'Control-Limited Differential Dynamic Programming', ICRA 2014

Citation pour cette source

Yuval (2026). iLQG/DDP trajectory optimization (https://fr.mathworks.com/matlabcentral/fileexchange/52069-ilqg-ddp-trajectory-optimization), MATLAB Central File Exchange. Extrait(e) le .

Remerciements

A inspiré : Belief Space Motion Planning using iLQG

Informations générales

Compatibilité avec les versions de MATLAB

  • Compatible avec toutes les versions

Plateformes compatibles

  • Windows
  • macOS
  • Linux
Version Publié le Notes de version Action
1.2.0.0

Better printing and diagnostics, added example of user callback.

1.1.0.0

Fixed bug in calculation of reduction ratio.

1.0.0.0

minor tweaks