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Jiawei_SHI's Projects

apollo-note icon apollo-note

Note for Apollo 3.0 perception, prediction and planning modules

civcautodrivingdecision icon civcautodrivingdecision

CIVC ”AD Chauffeur杯”仿真算法挑战赛决策控制组决赛第六名棋天大圣-东北大学队开源项目

civcautonomousdriving icon civcautonomousdriving

CIVC ”AD Chauffeur杯”仿真算法挑战赛自动驾驶组决赛第二名云逸行-东北大学队开源项目 --- 20210916

deep-learning-interview-book icon deep-learning-interview-book

深度学习面试宝典(含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向)

epymarl icon epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support(MAPPO和IPPO只用了一个n-step Q,无其他tricks)

highway-env icon highway-env

A minimalist environment for decision-making in autonomous driving

macad-gym icon macad-gym

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

marl-code-pytorch icon marl-code-pytorch

Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.(MADDPG 和MATD3在MPE环境下的Pytorch实现)

motionplanning icon motionplanning

Motion planning algorithms commonly used on autonomous vehicles. (path planning + path tracking)

multiagenttorcs icon multiagenttorcs

The multi-agent version of TORCS for developing control algorithms for fully autonomous driving in the cluttered, multi-agent settings of everyday life.

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