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A trajectory planning using ilqr

C++ 22 12 Updated Dec 6, 2024

SigmaRL: A Sample-Efficient and Generalizable Multi-Agent Reinforcement Learning Framework for Motion Planning

Python 58 1 Updated May 9, 2025

[IEEE TAI] Safe Multi-Agent Reinforcement Learning to Make decisions in Autonomous Driving.

Jupyter Notebook 60 8 Updated Apr 27, 2025

Vectornet for trajectory prediction, implemented in PyTorch/Torch_geometric

Python 397 82 Updated May 19, 2025

The code of EM planner learning.

C++ 47 15 Updated Nov 17, 2024

Tutorial on Autonomous Vehicles' mapping algorithm with Occupancy Grid Map and Dynamic Grid Map using KITTI Dataset

Jupyter Notebook 43 9 Updated Nov 29, 2023

一本系统地教你将深度学习模型的性能最大化的战术手册。

2,903 264 Updated May 27, 2023

Jupyter Notebooks for the MOOC "Automated and Connected Driving Challenges" available on edX.

Jupyter Notebook 219 16 Updated Oct 22, 2024

Code Repository for the MOOC "Automated and Connected Driving Challenges" available on edX.

C++ 232 25 Updated Oct 15, 2024

A Simple Autodrive System Tool Chain, 一个简易的自动驾驶系统工具链

C++ 45 8 Updated Jun 22, 2023
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