bosky2001 / f1tenth_mppi
☆9Updated 10 months ago
Alternatives and similar repositories for f1tenth_mppi:
Users that are interested in f1tenth_mppi are comparing it to the libraries listed below
- [ICRA2024] Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles☆109Updated 3 months ago
- Model Predictive Contouring Controller to control a F110 car☆17Updated 11 months ago
- ☆47Updated 4 years ago
- Nonlinear MPCC for autonomous driving of F1/10 cars☆92Updated 4 years ago
- model predictive control in f1tenth simulator☆10Updated 2 years ago
- ROS implementation for omnidirectional mobile robot tracking and navigation using Nonlinear MPC based on CasADi toolkit☆40Updated 3 years ago
- A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictiv…☆39Updated 3 months ago
- ROS package for autonomous navigation of AGVs in unknown cluttered environments using MPPI and log-MPPI☆131Updated 11 months ago
- 100+ favorite papers from the fields of robotics, autonomous driving, and related areas, updated continuously.☆29Updated last year
- ☆11Updated 4 years ago
- C++ ROS2 packages that implement learning model predictive control for real-world autonomous race cars.☆102Updated last year
- A topology aware sampling-based global planner for dynamic 2D environments☆42Updated 3 months ago
- An MPC controller implemented in C++, for ROS☆14Updated 3 years ago
- ☆23Updated last year
- Model Predictive Control using acados and ROS.☆48Updated 5 months ago
- Improving Model Predictive Path Integral Control with Transformer-Initialized Control Sequences☆11Updated 3 months ago
- Helper packages to use the Acados solver for non-linear optimization in ROS2 applications.☆13Updated 2 weeks ago
- ☆17Updated last year
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆68Updated last month
- Simple scripts that are used for solving motion planning & obstacle avoidance problems via Model Predictive Control (MPC) & Control Barri…☆11Updated 4 months ago
- ROS package for efficient autonomous navigation of AGVs in complex, unknown, cluttered environments☆80Updated last year
- Central repo for all motion planners created for F1TENTH.☆34Updated this week
- Safety-critical controllers for single/multi robotic navigation: CBF-QP, MPC-CBF, and etc.☆96Updated this week
- ☆14Updated 5 months ago
- An MPC Motion Planner in ROS/C++☆165Updated 3 weeks ago
- Robust model predictive control for path tracking with obstacle avoidance☆93Updated 2 years ago
- A nonlinear MPC used to control an autonomous car.☆53Updated last year
- ☆38Updated last year
- ☆27Updated 3 years ago
- Implement MPC algorithm for mobile robot using ROS and ACADO library☆19Updated 3 years ago