This repository highlights the integration of neural network-based control with PID and MPC approaches in the AirSim simulator to enhance steering inputs for autonomous vehicles. Employing imitation learning and a hybrid neural network architecture, the project aims to create a robust and unbiased model for improved autonomous vehicle control.
☆13Jan 8, 2024Updated 2 years ago
Alternatives and similar repositories for Adaptive-Neural-Network-Based-Control-of-Autonomous-car-in-AirSim
Users that are interested in Adaptive-Neural-Network-Based-Control-of-Autonomous-car-in-AirSim are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ITSC2023 Hybrid MPC & Spline-based Lane Change Controller in Autonomous Vehicles☆11Sep 23, 2023Updated 3 years ago
- This repository contains our work on a comprehensive investigation on motion prediction for Autonomous Vehicles using the PowerBEV framew…☆12May 5, 2024Updated 2 years ago
- This repository hosts the implementation of autonomous vehicle navigation using RL techniques, with a specific emphasis on Deep Q-Network…☆55May 28, 2024Updated 2 years ago
- This project implements a Fuzzy Adaptive RRT*N algorithm for autonomous vehicle path planning in CARLA. By integrating fuzzy logic with R…☆15Mar 6, 2025Updated last year
- Source code for ST-VIO (Li, H., Stueckler, J.): "Online Calibration of a Single-Track Ground Vehicle Dynamics Model by Tight Fusion with …☆17Jul 15, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆21Feb 1, 2024Updated 2 years ago
- Vehicle dynamics with a sophisticated friction model and drive-train model that can be used to augment any multi-body simulation (such as…☆27Nov 14, 2024Updated last year
- Learning-based Vision Dynamics Nonlinear Model Predictive Control for Autonomous Vehicles☆41Mar 24, 2023Updated 3 years ago
- Code and slides☆15Feb 19, 2025Updated last year
- This repository showcases my project focused on implementing a pick and place operation using a 9 Degrees of Freedom (DOF) mobile manipul…☆13Jan 8, 2024Updated 2 years ago
- This repository is part of my diploma thesis titled "Development of Model Predictive Control (MPC) schemes for unmanned aerial vehicles u…☆19Feb 18, 2026Updated 7 months ago
- Vehicle dynamics modeling with a physics-constrained neural network☆89Jun 30, 2024Updated 2 years ago
- This repository provides a high-accuracy vehicle dynamic model based on a vehicle body model (longitudinal, lateral, and yaw dynamics) an…☆17Mar 26, 2025Updated last year
- ☆11Jan 20, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Using deep learning to predict the motion of a MPC-controlled vehicle☆15Sep 12, 2026Updated 2 weeks ago
- This project integrates Python and MATLAB to create a simulation environment for vehicle dynamics using Carsim and Simulink. It allows re…