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AIInfra(AI 基础设施)指AI系统从底层芯片等硬件,到上层软件栈支持AI大模型训练和推理。

Python 1,958 254 Updated Mar 26, 2025

3D Occupancy Prediction Benchmark in Autonomous Driving

Python 349 21 Updated May 27, 2024

[CVPR 2025] Truncated Diffusion Model for Real-Time End-to-End Autonomous Driving

Python 598 38 Updated Feb 27, 2025

[NeurIPS 2024] NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking

Python 429 35 Updated Mar 11, 2025

OpenEMMA, a permissively licensed open source "reproduction" of Waymo’s EMMA model.

Python 586 73 Updated Feb 19, 2025

VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation, partial function re-implement

Python 246 49 Updated Sep 28, 2021

A Unofficial Pytorch Implementation of TNT: Target-driveN Trajectory Prediction

Python 547 104 Updated Oct 30, 2023

记录自己学习机器人、无人车运动规划与控制算法的历程

C++ 5 2 Updated Aug 14, 2023

自动驾驶规划控制常用算法c++代码实现

C++ 4 Updated May 25, 2024

Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)

Python 1,650 125 Updated Feb 6, 2024

A curated list of Diffusion Model in RL resources (continually updated)

1,058 59 Updated Feb 15, 2025

The implementation of our IROS submission manuscript paper InteractionNet. Coming soon.

Python 24 1 Updated Mar 13, 2024
Python 17 4 Updated Apr 5, 2023

Differentiable Gaussian Process Motion Planning

Python 48 6 Updated Sep 1, 2021

A library for differentiable nonlinear optimization

Python 1,858 133 Updated Jan 16, 2025
Python 61 6 Updated Dec 27, 2024

This mini project implements a modified version of CILQR presented by "Chen, J., Zhan, W., & Tomizuka, M. (2017, October). Constrained iterative lqr for on-road autonomous driving motion planning. …

Python 21 11 Updated Jun 13, 2024
Python 78 11 Updated Feb 14, 2025

[ECCV 2024] Asynchronous Large Language Model Enhanced Planner for Autonomous Driving

Python 72 5 Updated Feb 28, 2025
Python 87 6 Updated Aug 29, 2024

Introduce Multiscope Conception to Sequential Descision Learning

Python 49 9 Updated Mar 5, 2025

[ECCV 2024] GenAD: Generative End-to-End Autonomous Driving

Python 377 42 Updated Jan 11, 2025

[ICLR 2025 Oral] The official implementation of "Diffusion-Based Planning for Autonomous Driving with Flexible Guidance"

Python 336 39 Updated Mar 18, 2025

The repository implements some decision-making and contingency planning (contingency model predictive control) methods.

Python 106 37 Updated Aug 24, 2024

iLQR

Python 13 2 Updated Jun 20, 2024
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