kohonda / proj-svg_mppiLinks
[ICRA2024] Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles
☆142Updated 4 months ago
Alternatives and similar repositories for proj-svg_mppi
Users that are interested in proj-svg_mppi are comparing it to the libraries listed below
Sorting:
- C++ ROS2 packages that implement learning model predictive control for real-world autonomous race cars.☆132Updated 2 years ago
- Model Predictive Path Integral Control (MPPI) with PyTorch☆164Updated 9 months ago
- ROS package for autonomous navigation of AGVs in unknown cluttered environments using MPPI and log-MPPI☆174Updated last year
- Nonlinear MPCC for autonomous driving of F1/10 cars☆104Updated 4 years ago
- ☆11Updated last year
- ☆52Updated 5 years ago
- A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictiv…☆64Updated 10 months ago
- ☆109Updated 3 weeks ago
- ROS implementation for omnidirectional mobile robot tracking and navigation using Nonlinear MPC based on CasADi toolkit☆48Updated 3 years ago
- ROS package for efficient autonomous navigation of AGVs in complex, unknown, cluttered environments☆106Updated last year
- A simple MPC controller for path tracking implemented in python☆81Updated 10 months ago
- ☆25Updated 2 years ago
- Safety-critical controllers for single/multi robotic navigation: CBF-QP, MPC-CBF, and etc.☆169Updated 3 weeks ago
- 100+ favorite papers from the fields of robotics, autonomous driving, and related areas, updated continuously.☆36Updated last year
- Adaptive importance sampling modification to MPPI☆110Updated last year
- ☆136Updated 2 years ago
- A GPU implementation of Model Predictive Path Integral (MPPI) control that uses a probabilistic traversability model for planning risk-aw…☆263Updated last year
- Model Predictive Contouring Controller to control a F110 car☆24Updated last year
- [IROS 2024] MPPI (Model Predictive Path-Integral) Controller for a Swerve Drive Robot☆179Updated 2 months ago
- Colab notebooks showcasing experiments on MPPI (model predictive path integral control) and CBF (control barrier function). Utilizes jax …☆104Updated this week
- Templated C++/CUDA implementation of Model Predictive Path Integral Control (MPPI)☆213Updated last week
- An MPC Motion Planner in ROS/C++☆283Updated 7 months ago
- A plugin for simulation of human pedestrians in ROS Gazebo☆75Updated 2 years ago
- This is a Tutorial on how to use CasADi with CPP.☆113Updated last year
- An open source repository for control, planning and navigation about control barrier functions.☆205Updated last year
- ☆39Updated 6 months ago
- Pedestrian ROS simulator with Gazebo and differential wheeled robots☆73Updated 11 months ago
- ☆99Updated 2 years ago
- Model Predictive Control using acados and ROS.☆57Updated last year
- A toolkit for testing control and planning algorithm for car racing.☆185Updated last year