Stars
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。
3D Occupancy Prediction Benchmark in Autonomous Driving
[CVPR 2025] Truncated Diffusion Model for Real-Time End-to-End Autonomous Driving
[NeurIPS 2024] NAVSIM: Data-Driven Non-Reactive Autonomous Vehicle Simulation and Benchmarking
OpenEMMA, a permissively licensed open source "reproduction" of Waymo’s EMMA model.
VectorNet: Encoding HD Maps and Agent Dynamics from Vectorized Representation, partial function re-implement
A Unofficial Pytorch Implementation of TNT: Target-driveN Trajectory Prediction
自动驾驶规划控制常用算法c++代码实现
Official code for "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (Neurips 2022 Oral)
A curated list of Diffusion Model in RL resources (continually updated)
The implementation of our IROS submission manuscript paper InteractionNet. Coming soon.
A library for differentiable nonlinear optimization
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. …
[ECCV 2024] Asynchronous Large Language Model Enhanced Planner for Autonomous Driving
Introduce Multiscope Conception to Sequential Descision Learning
[ECCV 2024] GenAD: Generative End-to-End Autonomous Driving
[ICLR 2025 Oral] The official implementation of "Diffusion-Based Planning for Autonomous Driving with Flexible Guidance"
The repository implements some decision-making and contingency planning (contingency model predictive control) methods.