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ocs2's Introduction

OCS2 Toolbox

Summary

OCS2 is a C++ toolbox tailored for Optimal Control for Switched Systems (OCS2). The toolbox provides an efficient implementation of the following algorith

  • SLQ: Continuous-time domin DDP
  • iLQR: Discrete-time domain DDP
  • SQP: Multiple-shooting algorithm based on HPIPM
  • PISOC: Path integral stochatic optimal control

legged-robot

OCS2 handles general path constraints through Augmented Lagrangian or relaxed barrier methods. To facilitate the application of OCS2 in robotic tasks, it provides the user with additional tools to set up the system dynamics (such as kinematic or dynamic models) and cost/constraints (such as self-collision avoidance and end-effector tracking) from a URDF model. The library also provides an automatic differentiation tool to calculate derivatives of the system dynamics, constraints, and cost. To facilitate its deployment on robotic platforms, the OCS2 provides tools for ROS interfaces. The toolbox’s efficient and numerically stable implementations in conjunction with its user-friendly interface have paved the way for employing it on numerous robotic applications with limited onboard computation power.

For more information refer to the project's Documentation Page

ocs2's People

Contributors

areske avatar danmou avatar dhoeller19 avatar farbod-farshidian avatar grzemal avatar huoleit avatar ixil avatar jcarius avatar jia-ruei avatar johannespankert avatar jp-sleiman avatar kdvos avatar koenkramer avatar magnusgaertner avatar manumerous avatar mariavittoriaminniti avatar mayankm96 avatar mayataka avatar mbjelonic avatar mhartington avatar mitjaalge avatar nuft avatar rubengrandia avatar syangav avatar tomlankhorst avatar vastsoun avatar wp99cp avatar zoenglinghou avatar

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