An Open-Source Low-Cost Mobile Robot System With an RGB-D Camera and Efficient Real-Time Navigation Algorithm

Author:

Kim Taekyung1ORCID,Lim Seunghyun2ORCID,Shin Gwanjun3,Sim Geonhee4,Yun Dongwon2ORCID

Affiliation:

1. Ground Technology Research Institute, Agency for Defense Development, Daejeon, Republic of Korea

2. Department of Robotics and Mechatronics Engineering, DGIST, Daegu, Republic of Korea

3. Interdisciplinary Program in Artificial Intelligence, Seoul National University, Seoul, Republic of Korea

4. College of Transdisciplinary Studies, DGIST, Daegu, Republic of Korea

Funder

BK21 FOUR (Fostering Outstanding Universities for Research) funded by the Ministry of Education (MOE) of Korea and National Research Foundation (NRF) of Korea

DGIST Undergraduate Group Research Program (UGRP) grant

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science,Electrical and Electronic Engineering

Reference33 articles.

1. YOLOv3: An incremental improvement;redmon;arXiv 1804 02767,2018

2. Augmenting GAIL with BC for sample efficient imitation learning;jena;arXiv 2001 07798,2020

3. Sample efficient imitation learning for continuous control;sasaki;Proc Int Conf Learn Represent (ICLR),2018

4. A reduction of imitation learning and structured prediction to no-regret online learning;ross;Proc Int Conf Artif Intell Statist (AISTAT),2011

5. Reciprocal n-body collision avoidance;van den berg;Robotics Research,2011

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