MichaelBosello / f1tenth-RLLinks
Dqn with lidar data on f1tenth real car or f1tenth simulator
☆52Updated 10 months ago
Alternatives and similar repositories for f1tenth-RL
Users that are interested in f1tenth-RL are comparing it to the libraries listed below
Sorting:
- F1Tenth Simulation Code: Platooning, Computer Vision, Reinforcement Learning, Path Planning☆54Updated last year
- Implementations of common F1Tenth autonomous racing algorithms with benchmark results.☆38Updated last year
- Central repo for all motion planners created for F1TENTH.☆36Updated this week
- F1Tenth Gym with PPO☆15Updated 3 years ago
- ☆38Updated last year
- model predictive control in f1tenth simulator☆12Updated 2 years ago
- A test for RL application on f1tenth gym environment☆10Updated 2 years ago
- C++ ROS2 packages that implement learning model predictive control for real-world autonomous race cars.☆116Updated last year
- An Integrated Cyber-Physical Ecosystem for Autonomous Driving Research and Education☆109Updated last month
- Nonlinear MPCC for autonomous driving of F1/10 cars☆96Updated 4 years ago
- A simple MPC controller for path tracking implemented in python☆78Updated 5 months ago
- ☆51Updated 4 years ago
- [ICRA2024] Stein Variational Guided Model Predictive Path Integral Control: Proposal and Experiments with Fast Maneuvering Vehicles☆122Updated 5 months ago
- Path planning and control algorithms for a differential drive robot using ROS2☆76Updated 5 months ago
- Learning based Model Prodictive Control for online iterative trajectory optimization for F1/10 autonomous racing.☆142Updated 4 years ago
- This is the repository that includes the code material for the ESweek 2021 for the Education Class Lecture A3 "Learn to Drive (and Race!)…☆37Updated 2 years ago
- Implementation of the Frenet Optimal Planning Algorithm (with modifications) in ROS.☆85Updated last year
- F1TENTH simulator for course labs, single car, ROS in the loop, no camera☆94Updated 3 years ago
- F1TENTH Sim Racing League using AutoDRIVE Ecosystem☆10Updated 2 months ago
- This repository contains different aspects of autonomous mobile robots including motion, control, and estimation. PID, LQR, and MPC contr…☆62Updated 2 years ago
- 100+ favorite papers from the fields of robotics, autonomous driving, and related areas, updated continuously.☆31Updated last year
- Drivers and system level code for the F1TENTH vehicles☆93Updated 3 weeks ago
- ☆9Updated last year
- The autonomous racing stack for the ForzaETH team at PBL☆129Updated 2 months ago
- A modular and scalable simulation framework for ultra-rapid prototyping of self-adaptive, stochastic and robust Nonlinear Model Predictiv…☆42Updated 5 months ago
- This repository has code of how to train a RNN that can perform overtaking in F1TENTH simulator as well as a dataset I have created☆10Updated last year
- High-fidelity simulator for off-road driving☆24Updated last year
- Dynamic Window Approach Local Planner for Differential Drive robots☆13Updated 2 years ago
- ROS package for autonomous navigation of AGVs in unknown cluttered environments using MPPI and log-MPPI☆147Updated last year
- ☆91Updated 3 years ago