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Xman's Projects

libcmaes icon libcmaes

libcmaes is a multithreaded C++11 library with Python bindings for high performance blackbox stochastic optimization using the CMA-ES algorithm for Covariance Matrix Adaptation Evolution Strategy

linear_nonlinear_control icon linear_nonlinear_control

Implementing the nonlinear and linear control methods. For an instance, nonlinear model predictive control, sliding mode control etc

lpv-em icon lpv-em

Learning stable nonlinear dynamics and attractors with linear parameter varying systems

lpv-mpp-mpc icon lpv-mpp-mpc

Planning and control for autonomous racing vehicles

lqr-rrtstar icon lqr-rrtstar

LQR-RRT* method is used for random motion planning of a simple pendulum in it's phase plot

lrslibrary icon lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

lvd-nmpc icon lvd-nmpc

Learning-based Vision Dynamics Nonlinear Model Predictive Control for Autonomous Vehicles

machinery icon machinery

An image processing framework, which uses your USB-, IP- or RPi-camera to recognize events (e.g. motion).

models icon models

Models and examples built with TensorFlow

mpc-and-mhe-implementation-in-matlab-using-casadi icon mpc-and-mhe-implementation-in-matlab-using-casadi

This is a workshop on implementing model predictive control (MPC) and moving horizon estimation (MHE) on Matlab. The implementation is based on the Casadi Package which is used for numerical optimization. A non-holonomic mobile robot is used as a system for the implementation. The workshop video recording can be found here https://www.youtube.com/playlist?list=PLK8squHT_Uzej3UCUHjtOtm5X7pMFSgAL ... Casadi can be downloaded here https://web.casadi.org/

mpc-for-self-driving-vehicles icon mpc-for-self-driving-vehicles

This repo holds the Simulink/CarSim codes for examples of Self-driving Vehicles and Model Predictive Contorl (2ed edition).

mpc.pytorch icon mpc.pytorch

A fast and differentiable model predictive control (MPC) solver for PyTorch.

mpcc icon mpcc

Model Predictive Contouring Controller (MPCC) for Autonomous Racing

mpl_ros icon mpl_ros

A ROS wrapper for trajectory planning based on motion primitives

mss icon mss

Marine Systems Simulator (MSS)

multinet icon multinet

Real-time Joint Semantic Reasoning for Autonomous Driving

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