This repository is motion planning of autonomous driving using Model Predictive Control (MPC) based on CommonRoad Framework. We develop the algorithm with two tools, i.e., CasADi (IPOPT solver) and Forcespro (SQP solver), to solve the optimization problem. Finally, we used two use cases to evaluate our algorithms, i.e. lane following and collisi…
☆20May 22, 2023Updated 3 years ago
Alternatives and similar repositories for Motion-Planning-Using-Model-Predictive-Control
Users that are interested in Motion-Planning-Using-Model-Predictive-Control are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ITSC2023 Hybrid MPC & Spline-based Lane Change Controller in Autonomous Vehicles☆11Sep 23, 2023Updated 3 years ago
- ☆12Nov 26, 2021Updated 4 years ago
- This repo is for fun with nmpc using acados.☆17Feb 14, 2026Updated 8 months ago
- 使用 Carla 和 ROS2 部署规划控制常用算法,并在 carla_ad_demo 场景中运行☆18Aug 3, 2024Updated 2 years ago
- ☆21Oct 16, 2023Updated 3 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Autonomous racing using ILQR and JAX.☆39Jun 24, 2024Updated 2 years ago
- Uncertainty-aware Planning Method for Autonomous Driving Considering Localization and Perception☆13Mar 19, 2025Updated last year
- Code for a multiple cooperative-mpc for multiple vehicles (esp. ambulance)☆20Feb 26, 2023Updated 3 years ago
- A Nonlinear Model Predictive Control (NMPC)-based algorithm aimed at controlling a scale car model for autonomous racing☆26Apr 14, 2023Updated 3 years ago
- ☆10Aug 30, 2023Updated 3 years ago
- Models and model based control for vehicles on nonplanar surfaces.☆20Mar 22, 2025Updated last year
- Nonlinear Model Predictive Control for Self-Driving Vehicles based on Local Sequential Quadratic Programming by recursively calling ProxQ…☆14Jun 12, 2026Updated 4 months ago
- A repository to conduct experiments on F1Tenth racing☆16Jan 17, 2024Updated 2 years ago
- Autonomously drifting car that learned how to drift in a roundabout using Deep Reinforcement Learning and the Carla Simulator. Performed …☆20Oct 21, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The field of autonomous vehicles has been a great topic of research for many researchers. In this paper, we are presenting a model predic…☆14Feb 21, 2022Updated 4 years ago
- This the repo for master thesis--SMPC in heavy traffic scenario☆13May 29, 2024Updated 2 years ago
- This work is submitted to IROS 2023: IEEE/RSJ International Conference on Intelligent Robots and Systems☆24Feb 11, 2025Updated last year
- ☆15Sep 11, 2019Updated 7 years ago
- Motion Planning framework with visualization for autonomous driving☆12Aug 5, 2025Updated last year
- Workflow for generating a surrogate AI model from a multibody vehicle dynamics model.☆13May 18, 2026Updated 5 months ago
- HighD preprocessing☆24Feb 15, 2022Updated 4 years ago
- Learning-based Vision Dynamics Nonlinear Model Predictive Control for Autonomous Vehicles☆41Mar 24, 2023Updated 3 years ago
- A rigid-tube based robust MPC python package.☆81Dec 22, 2025Updated 10 months ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆13Jun 28, 2019Updated 7 years ago
- ☆13Aug 3, 2020Updated 6 years ago
- Consensus-ADMM for multi-robot trajectory optimization.☆13Mar 17, 2024Updated 2 years ago
- This repository contains the code for designing risk bounded motion plans for car-like robot using Carla Simulator.☆26Apr 27, 2022Updated 4 years ago
- ☆19Jan 1, 2021Updated 5 years ago
- Model Predictive Contouring Controller to control a F110 car