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eudm_planner's Introduction

EUDM Planner

Introduction

This is the project page of the paper "Efficient Uncertainty-aware Decision-making for Automated Driving Using Guided Branching" which is accepted by IEEE International Conference on Robotics and Automation (ICRA) 2020.

Our paper is currently available on arXiv.

  • Lu Zhang, Wenchao Ding, Jing Chen and Shaojie Shen. Efficient Uncertainty-aware Decision-making for Automated Driving Using Guided Branching. arXiv preprint arXiv:2003.02746.

  • L. Zhang and W. Ding contributed equally to this project.

@article{zhang2020efficient,
  title={Efficient Uncertainty-aware Decision-making for Automated Driving Using Guided Branching},
  author={Zhang, Lu and Ding, Wenchao and Chen, Jing and Shen, Shaojie},
  journal={arXiv preprint arXiv:2003.02746},
  year={2019}
}

Videos:

video

The overall structure is shown as follows:

alt text

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eudm_planner's Issues

CFB and Belief Update

Hello. Thank you for releasing your code.

I would like to ask you some questions about the code.

  1. When I read the paper, the author said the detail of "Belief Update" is in the code. However, I cannot find where this function is in the code. So I hope you tell me the "Belief Update" function.

  2. Also, I am interested in CFB, but I cannot find where you implement CFB in the code. So like "Belief Update", it will be helpful if you tell me the CFB implementation.

Thank you again.

What software to simulate

Thank for you share video and paper. Your Youtube video is so amazing. But i have a question about what software be used to simulate. I want to know the software name or it's link. Looking forward to your answer

Thanks

Hi, this is reall a nice Work in the uncertain decision making domain!

I had succeed run the EPSILON project according the read me on the line (https://github.com/HKUST-Aerial-Robotics/EPSILON).
Well I Unable to integrate current decision-making project, error reported when I performed catkin_make!
the running error shown as:

(1) catkin_ws/src/EPSILON/util/eudm_planner/inc/eudm_planner/eudm_planner.h:10:37: fatal error: common/basics/ma_filter.h: There is no such file or directory
(2) catkin_ws/src/EPSILON/util/eudm_planner/inc/eudm_planner/eudm_itf.h:

#include "hkust_msg_transformer/Freespace.h"
#include "hkust_msg_transformer/LaneSet.h"
#include "hkust_msg_transformer/MotSet.h"
#include "hkust_msg_transformer/PlainOutput.h"
#include "hkust_msg_transformer/Vins.h"

error is the also same that There is no such file or directory

I checked the relevant file directories and did not find the names of these header files

wonder if you could help me? thanks a lot, best wish!

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