Simple scripts that are used for solving motion planning & obstacle avoidance problems via Model Predictive Control (MPC) & Control Barrier Function (CBF).
☆18Dec 8, 2024Updated last year
Alternatives and similar repositories for simple-mpc-cbf
Users that are interested in simple-mpc-cbf are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Fast Online Adaptive Neural MPC via Meta-Learning☆25Feb 23, 2026Updated last month
- CDC2024_submission_repository☆47Jul 28, 2024Updated last year
- Model-Based Reinforcement Learning for Highway Environment with MPC Planning: This repository presents an RL framework integrating Model …☆13Nov 22, 2023Updated 2 years ago
- Implementation/experiments for L4DC 2020 submission "Optimal Cost Design for Model Predictive Control"☆12Apr 23, 2021Updated 4 years ago
- Model Predictive Control of a quadrotor for trajectory tracking.☆13May 8, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Model Predictive Control with discrete-time Control Barrier Functions (MPC-CBF) for a wheeled mobile robot.☆186Dec 24, 2022Updated 3 years ago
- A collection of awesome projects using MuJoCo.☆16May 27, 2025Updated 10 months ago
- Code for risk-aware robust mpc for motion planning by learning obstacle uncertainties☆15Apr 7, 2025Updated 11 months ago
- 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
- "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
- Dynamic obstacle avoidance for mobile robots by combining deep learning motion prediction and MPC trajectory generation.☆26May 29, 2025Updated 10 months ago
- ☆19Jan 14, 2021Updated 5 years ago
- gym environment for drone 2D active perception in dynamic environment☆15Feb 9, 2026Updated last month
- Motion Planning for Vehicle with Static and Dynamic Obstacle Avoidance using Optimal Based Collision Avoidance (OBCA).☆58Jul 18, 2023Updated 2 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Using PINN based MPC for motion planning for SDC and LSTM for pedestrain's trajectory prediction as dynamic obstacles☆51Dec 29, 2022Updated 3 years ago
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆126Nov 11, 2025Updated 4 months ago
- PyBullet CartPole and Quadrotor environments—with CasADi symbolic a priori dynamics—for learning-based control and RL☆24Dec 19, 2025Updated 3 months ago
- Safety-critical controllers for single/multi robotic navigation: CBF-QP, MPC-CBF, and etc.☆209Mar 22, 2026Updated last week
- 差速小车线性mpc轨迹跟踪控制器☆25Nov 20, 2022Updated 3 years ago
- ROS implementation for omnidirectional mobile robot tracking and navigation using Nonlinear MPC based on CasADi toolkit☆49Apr 4, 2022Updated 3 years ago
- A C++ ROS package implementing trajectory planning using MPC for an autonomous vehicle project☆32Dec 8, 2019Updated 6 years ago
- ☆13Apr 20, 2022Updated 3 years ago
- Final project for "Control systems for robotics" - simulation of obstacle avoidance on an autonomous car using MPC☆81Apr 6, 2020Updated 5 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆31Mar 20, 2025Updated last year
- a benchmark for legged robot slam and localization☆22Dec 31, 2025Updated 2 months ago
- Source code for ST-VIO (Li, H., Stueckler, J.): "Online Calibration of a Single-Track Ground Vehicle Dynamics Model by Tight Fusion with …☆18Jul 15, 2024Updated last year
- Trajectory tracking ROS package written using ACADO-Toolkit☆41Jul 24, 2024Updated last year
- 基于c++实现的横纵向解耦MPC轨迹规划☆38Apr 14, 2025Updated 11 months ago
- Sampling based GP MPC☆42Feb 12, 2026Updated last month
- A 3D LiDAR-based Dynamic Obstacle Avoidance System for Mobile Robots☆22Apr 13, 2023Updated 2 years ago
- DC-TMPC: A tube-based MPC algorithm for systems that can be expressed as a difference of convex functions.☆21Jul 28, 2022Updated 3 years ago
- A collection of examples for Stochastic MPC applied to Autonomous Vehicle Scenarios☆16Oct 21, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- Apply the Bayesian Optimization for tuning the MPC Controller's hyperparameters☆20Jan 11, 2022Updated 4 years ago
- An example project using bevy_mujoco to make Unitree A1 Robot walk with neural network☆23Jan 25, 2024Updated 2 years ago
- Reinforcement Learning (RL) based navigation implementation for mobile robot navigation. The algorithms of TD3, DDPG, SAC, DQN, Q-Learnin…☆33Oct 6, 2023Updated 2 years ago
- This the repo for master thesis--SMPC in heavy traffic scenario☆12May 29, 2024Updated last year
- The code will soon be open source.☆286Sep 12, 2023Updated 2 years ago
- This project attempts to use Reinforcement Learning to train a model to perform simple maneuvers, plan navigation and avoid dynamic obsta…☆17Jul 23, 2022Updated 3 years ago
- ☆17Nov 20, 2024Updated last year