Popular GitHub Repositories for Transportation

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

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

A selection of state-of-the-art research materials on decision making and motion planning.

a comprehensive and critical synthesis of the emerging role of GenAI across the full autonomous driving stack

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments".

[WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"

IntersectionZoo: Eco-driving for Benchmarking Multi-Agent Contextual Reinforcement Learning

FedML for Autonomous Driving (AD), Intelligent Transportation Systems (ITS), Connected and Automated Vehicles (CAV)

Transportation Mode Detection with Unconstrained Smartphones Sensors

Intelligent Vehicle Perception Based on Inertial Sensing and Artificial Intelligence

FindVehicle: A NER dataset in transportation to extract keywords describing vehicles on the road

LangCoop 的官方实现：基于自然语言的协同驾驶

RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomous vehicles.

Exploring the Roles of Large Language Models in Reshaping Transportation Systems: A Survey, Framework, and Roadmap

Artificial Intelligence in Transportation

[TII 2022] Deep Network-Enabled Haze Visibility Enhancement for Visual IoT-Driven Intelligent Transportation Systems

DRIVE: A Digital Network Oracle for Cooperative Intelligent Transportation Systems

Smart Contract and Tokenization Framework for Africa Fast Ferry Ltd Compliant with SEC Regulation D Rule 506(c) and Regulation S — Combining Regulated Equity (AFFEQ) and Revenue-Sharing (AFFR) Tokens based on ERC-3643 Standards.

Implementation code for: Towards Compact Autonomous Driving Perception with Balanced Learning and Multi-sensor Fusion, IEEE Trans. Intelligent Transportation Systems, 2022.