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Model Predictive Contouring Controller (MPCC) for Autonomous Racing
Nonconvex embedded optimization: code generation for fast real-time optimization ROS support
Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models
ACADO Toolkit is a software environment and algorithm collection for automatic control and dynamic optimization. It provides a general framework for using a great variety of algorithms for direct optimal control, including model predictive control, state and parameter estimation and robust optimization.
CasADi is a symbolic framework for numeric optimization implementing automatic differentiation in forward and reverse modes on sparse matrix-valued computational graphs. It supports self-contained C-code generation and interfaces state-of-the-art codes such as SUNDIALS, IPOPT etc. It can be used from C++, Python or Matlab/Octave.
The main features of casadi/casadi are: Optimization Solvers, Motion Planning and Control, Planning and Control.
Projects with overlapping indexed features include: alexliniger/mpcc — Model Predictive Contouring Controller (MPCC) for Autonomous Racing. alphaville/optimization-engine — Nonconvex embedded optimization: code generation for fast real-time optimization + ROS support. anassinator/ilqr — Iterative Linear Quadratic Regulator with auto-differentiatiable dynamics models. astuff/pacmod — A ROS driver for the AutonomouStuff PACMod drive-by-wire system. atsushisakai/hybridastartrailer. acado/acado — ACADO Toolkit is a software environment and algorithm collection for automatic control and dynamic optimization. It…