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Experience
Sangwoo Jeon is a M.S student researcher of DMS Lab at Konkuk University. He is currently working on Multi Agent Reinforcement Learning for R&D project named “Research on artificial intelligence digital twin technology for smart urban air mobility”
Sangwoo Jeon worked as a software developer in Gbrain Inc . He developed Spike detection , noise filtering Algorithm for EEG(electroencephalography) analysis Software. He also developed Android application for HumanIN (EMG Sensor). 2019.12-2020.8
Paper & Conference
한국항공우주학회 2023 춘계학술대회 , Oral Session Presenter (23.04 예정)
Sangwoo Jeon , Myat Toe, Sakthivel V, Hyeonseo Cho, Sunjae Kwon, Jae-Woo Lee, Dugki Min, “Safe and Efficient Landing at Vertical Takeoff and Landing Sites Using Image-based AI Inspection Techniques”, KSAS 2023 Spring Conference
Vishnu Kumar Kaliappan, Selvaraju P, Aravind Babu L.R., Padmapriya T, Tuan Anh Nguyen, Sang Woo Jeon , Dugki Min, Eunmi Choi, “Energy-efficient Offloading based on Efficient Cognitive Energy Management Scheme in Edge Computing Device with Energy Optimization”
Sangwoo Jeon , Hoeun Lee, Vishnu Kumar Kaliappan, Tuan Anh Nguyen, Hyungeun Jo, Hyeonseo Cho and Dugki Min, “Multi-agent Reinforcement Learning based on Fusion Multi-Actor Attention Critic for multiple Unmanned Aerial Vehicle navigation control” , Energies, (SCIE IF=3.252, Accepted 05/Oct/2022)Vishnu Kumar Kaliappan,Seungjin Yu, Rajasoundaran Soundararajan, Sangwoo Jeon , Dugki Min, Enumi Choi (2022). “High-Secured Data Communication for Cloud Enabled Secure Docker Image Sharing Technique Using Blockchain-Based Homomorphic Encryption” . Energies, 15(15), 5544.
2022 IVCI 4.0 (International Virtual Conference on Industry 4.0) Oral Session Presenter (certificate )
Sangwoo Jeon , Vishnu Kumar Kaliappan, Chae Yoon Lee, Sakthivel V, and Dugki Min, “Dissimilarity Multi Actor Attention Critic based model for robot navigations in cooperative disaster recovery applications”, IVCI 4.0
2021 APISAT (Asia-Pacific International Symposium on Aerospace Technology) Oral Session Presenter
Vishnu Kumar Kaliappan, Tuan Anh Nguyen, Sang Woo Jeon , Dugki Min, Jae-Woo Lee, “Deep Multi Agent Reinforcement Learning based Decentralized Swarm UAV Control Framework for Urban Aerial Mobility Applications” , APISAT 2021
Tuan Anh Nguyen†, Vishnu Kumar Kaliappan†, Sangwoo Jeon , Kwon-su Jeon, Jae-Woo Lee, and Dugki Min, “Blockchain Empowered Federated Learning with Edge Computing for Digital Twin Systems in Urban Air Mobility” , APISAT 2021
T.A. Nguyen, Sangwoo Jeon , A.A. Maw, D.K. Min, J.W. Lee, (2020), “Toward dependable blockchain and AI engines of digital twin systems for urban air mobility” , The Korean Society for Aeronautical & Space Sciences, 한국항공우주학회 학술발표회 초록집, 2021.07, 408-409. (@DBpia)
TA (Teaching Assistant)
22-2 [Open Source Software Project 2 (Reinforcement Learning)]
22-1 Seminar for Samsung employees : Day02 - Introduction to Deep Learning ,Day04 - Deep Reinforcement Learning(Basic, OpenAi gym, Baseline3)
21-2 Open Source Software Project 2 (Reinforcement Learning)
21-1 Open Source Software Project 1 (Deep Learning)
Project
Award
2019 KU Medical Hackathon 최우수상
Konkuk University
BERT QA를 활용한 AI 다이어리
Interview
Education
M.S : Computer Engineering , Konkuk University, 2020-2022
B.S : Computer Engineering , Konkuk University, 2015-2020
Exchange student : Computer Science, City University of Hong Kong , 2017
Other Learning Course
Node.js로 구현하는 쇼핑몰 프로젝트 CAMP
빅데이터 청년 인재 양성 프로그램 : 빅데이터분석기반지능sw과정
한국데이터진흥원, 동국대학교
2018.06-2018.09
