bzarr / TUM-CONTROLLinks
A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictive Control for Autonomous Vehicle Motion Control
☆55Updated 7 months ago
Alternatives and similar repositories for TUM-CONTROL
Users that are interested in TUM-CONTROL are comparing it to the libraries listed below
Sorting:
- ☆51Updated 4 years ago
- Nonlinear MPCC for autonomous driving of F1/10 cars☆98Updated 4 years ago
- C++ ROS2 packages that implement learning model predictive control for real-world autonomous race cars.☆124Updated last year
- [ICRA2024] Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles☆131Updated last month
- ROS implementation for omnidirectional mobile robot tracking and navigation using Nonlinear MPC based on CasADi toolkit☆46Updated 3 years ago
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆85Updated 6 months ago
- Safety-critical controllers for single/multi robotic navigation: CBF-QP, MPC-CBF, and etc.☆133Updated last week
- 100+ favorite papers from the fields of robotics, autonomous driving, and related areas, updated continuously.☆33Updated last year
- Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.☆148Updated 4 years ago
- Model Predictive Contouring Controller to control a F110 car☆22Updated last year
- A toolkit for testing control and planning algorithm for car racing.☆181Updated last year
- Robust model predictive control for path tracking with obstacle avoidance☆102Updated 2 years ago
- Model Predictive Control using acados and ROS.☆54Updated 10 months ago
- ILQR (Iterative Linear Quadratic Regulator)☆34Updated 5 months ago
- ☆15Updated 10 months ago
- Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.☆158Updated 2 years ago
- A simple MPC controller for path tracking implemented in python☆78Updated 7 months ago
- Linearized unicyclic robot model to track cubic spline curve in python.☆23Updated 5 years ago
- This is a Tutorial on how to use CasADi with CPP.☆107Updated last year
- Control barrier function as safety filter with disturbance observer☆32Updated 6 months ago
- ROS stack with an efficient real-time NMPC for the Crazyflie 2.1☆113Updated last year
- ROS package for autonomous navigation of AGVs in unknown cluttered environments using MPPI and log-MPPI☆156Updated last year
- Matlab iLQR class which will solve for the optimal set of inputs and gains to get to a desired state☆25Updated last year
- Collision avoidance for mavs in dynamic environments using model predictive control☆91Updated 5 years ago
- A basic nonlinear model predictive control implementation using Casadi with Unscented Kalman filter state estimation☆50Updated 4 years ago
- Model Predictive Path Integral Control (MPPI) with PyTorch☆148Updated 6 months ago
- Simple implementation of MPPI in Matlab☆11Updated last year
- ☆132Updated 2 years ago
- An open source repository for control, planning and navigation about control barrier functions.☆199Updated last year
- Implementations of common F1Tenth autonomous racing algorithms with benchmark results.☆39Updated last year