A collection of work using nonlinear model predictive control (NMPC) with discrete-time control Lyapunov functions (CLFs) and control barrier functions (CBFs)
☆309Nov 9, 2023Updated 2 years ago
Alternatives and similar repositories for NMPC-DCLF-DCBF
Users that are interested in NMPC-DCLF-DCBF are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- "Safety-Critical Model Predictive Control with Discrete-Time Control Barrier Function" by J. Zeng, B. Zhang and K. Sreenath https://arxiv…☆318Jan 21, 2022Updated 4 years ago
- Matlab Interface for Control Barrier Function (CBF) and Control Lyapunov Function (CLF) based control methods.☆361Jun 30, 2024Updated last year
- A toolkit for testing control and planning algorithm for car racing.☆185Apr 19, 2024Updated last year
- An open source repository for control, planning and navigation about control barrier functions.☆213Feb 22, 2024Updated 2 years ago
- Matlab class/functions to simulate a system implementing a control Lyapunov-control barrier function quadratic program controller.☆51Oct 3, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- "Iterative Convex Optimization for Model Predictive Control with Discrete-Time High-Order Control Barrier Functions" by S. Liu, J. Zeng, …☆40Mar 11, 2023Updated 3 years ago
- "Iterative Convex Optimization for Model Predictive Control with Discrete-Time High-Order Control Barrier Functions" by S. Liu, J. Zeng, …☆12Mar 11, 2023Updated 3 years ago
- Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.☆187Dec 24, 2022Updated 3 years ago
- ☆51Mar 3, 2024Updated 2 years ago
- Example implementation for robust model predictive control using tube☆593Jan 29, 2021Updated 5 years ago
- "Safety-Critical Control using Optimal-decay Control Barrier Functions with Guaranteed Point-wise Feasibility" by J. Zeng, B. Zhang, Z. L…☆33May 23, 2021Updated 4 years ago
- Safety Critical Control of Autonomous Vehicles by Control Barrier Functions☆16Sep 9, 2022Updated 3 years ago
- Project for the course "Statistical Learning and Stochastic Control" at University of Stuttgart☆226Sep 24, 2020Updated 5 years ago
- i2LQR: Iterative LQR for Iterative Tasks in Dynamic Environments (CDC 2023) https://arxiv.org/abs/2302.14246☆21Mar 18, 2024Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆128Nov 11, 2025Updated 5 months ago
- A Parallel Optimization Toolkit for Nonlinear Model Predictive Control (NMPC)☆323Sep 16, 2025Updated 6 months ago
- Safety-critical control for autonomous systems☆27Aug 11, 2023Updated 2 years ago
- The code will soon be open source.☆288Sep 12, 2023Updated 2 years ago
- ☆118Jan 2, 2023Updated 3 years ago
- A rigid-tube based robust MPC python package.☆78Dec 22, 2025Updated 3 months ago
- ☆60Jan 23, 2025Updated last year
- Model predictive control (MPC) of an autonomous vehilcle for lane tracking and obstacle avoidance with ACADO toolkit☆114Mar 8, 2024Updated 2 years ago
- C++ interface for hpipm, a high-performance interior point MPC solver☆104Apr 21, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Safe robot learning☆112Nov 21, 2024Updated last year
- Optimization-Based Collision Avoidance - a path planner for autonomous navigation☆484Apr 27, 2018Updated 7 years ago
- This is an unofficial python implement of nonlinear model predictive control with control Lyapunov functions and control barrier function…☆40Aug 25, 2021Updated 4 years ago
- Rule-Based Safety-Critical Control Design with Application to Autonomous Lane Change https://arxiv.org/abs/2103.12382☆105Jul 23, 2022Updated 3 years ago
- The nonlinear MPC scheme with guaranteed maximal terminal region based stability☆11Oct 19, 2021Updated 4 years ago
- Papers on Safety Critical Controls using Control Barrier Functions☆53Oct 30, 2024Updated last year
- 搭建ros-gazebo仿真环境,测试mpc-cbf在动态环境下规避障碍物的效果☆38Aug 8, 2024Updated last year
- This is a workshop on implementing model predictive control (MPC) and moving horizon estimation (MHE) on Matlab. The implementation is ba…☆406Feb 4, 2021Updated 5 years ago
- ☆23Jun 2, 2022Updated 3 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- This collection of MATLAB scripts intends to study the performance of state-constrained controllers utilizing control barrier functions i…☆17Aug 3, 2023Updated 2 years ago
- ☆15Jun 13, 2022Updated 3 years ago
- MPC with Gaussian Process☆236Jun 9, 2019Updated 6 years ago
- Robust model predictive control for path tracking with obstacle avoidance☆108Feb 23, 2023Updated 3 years ago
- Multiple quadrotors carrying a flexible hose: dynamics, differential flatness and control☆42May 26, 2023Updated 2 years ago
- Perception-Aware Trajectory Planner in Dynamic Environments☆230Nov 1, 2022Updated 3 years ago
- Code for the book☆80Feb 18, 2023Updated 3 years ago