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kobbie-hub's Projects

aue893_robust_predictive_control icon aue893_robust_predictive_control

This repository contains classwork and practice examples based on Model Predictive Control. Robust and Stochastic control methods applied to and studied for linear/non-linear plants. Chance constraints

awesome-matlab icon awesome-matlab

A curated list of awesome Matlab frameworks, libraries and software.

casadi icon casadi

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.

casadi_mpc_mhe_python icon casadi_mpc_mhe_python

This repository is an implementation of the work from Mohamed W. Mehrez. (MATLAB to Python, variations)

cbf icon cbf

An open source repository for control, planning and navigation about control barrier functions.

cbf-clf-helper icon cbf-clf-helper

Matlab Interface for Control Barrier Function (CBF) and Control Lyapunov Function (CLF) based control methods.

databook_matlab icon databook_matlab

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/

datampc_parking icon datampc_parking

arXiv 2011.00413: (MATLAB Simulation) Collision Avoidance in Tightly-Constrained Environments without Coordination: a Hierarchical Control Approach.

gomokuai-mcts- icon gomokuai-mcts-

Monte Carlo Tree Search guided by neural network to play board game Gomoku (Five in a Line)

gp-mpc icon gp-mpc

MPC with Gaussian Process (Casadi)

h-obca icon h-obca

Hierarchical Optimization-Based Collision Avoidance - a path planner for autonomous parking

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