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yanggangzhang's Projects

apollo icon apollo

An open autonomous driving platform

apollo-note icon apollo-note

Note for Apollo 3.0 perception, prediction and planning modules

carla icon carla

Open-source simulator for autonomous driving research.

carla-apollo icon carla-apollo

Integration of Apollo AV software with the CARLA simulator

csg icon csg

IV 2020 "CSG: Critical Scenario Generation from Real Traffic Accidents"

dig-into-apollo icon dig-into-apollo

Apollo notes (Apollo学习笔记) - Apollo learning notes for beginners.

flow icon flow

Computational framework for reinforcement learning in traffic control

imap icon imap

High-resolution map visualization and conversion tools

limsim icon limsim

LimSim: A Long-term Interactive Multi-scenario Traffic Simulator (ITSC 2023)

opencda icon opencda

OpenCDA is a generalized framework for prototyping cooperative driving automation applications (e.g., cooperative perception, platooning) and automated driving components (e.g., perception, localization, planning, control), fully integrated with automated driving simulation (CARLA), traffic simulation (SUMO), and Co-simulation (CARLA + SUMO).

openpilot icon openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for over 150 supported car makes and models.

pyoscx icon pyoscx

Python wrapper for OpenSCENARIO

scenario-generation icon scenario-generation

This project aims to synthesize realistic traffic scenarios from specifications in Temporal Logic. This work was done as part of my thesis @ TUM.

sumo icon sumo

Eclipse SUMO is an open source, highly portable, microscopic and continuous traffic simulation package designed to handle large networks. It allows for intermodal simulation including pedestrians and comes with a large set of tools for scenario creation.

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