Deok Jin Lee

About Deok Jin Lee

Deok Jin Lee, With an exceptional h-index of 22 and a recent h-index of 17 (since 2020), a distinguished researcher at Kunsan National University, specializes in the field of Safe AI, Autonomous Vehicles, Deep Reinforcement Learning, Sensor Fusion, Adaptive Control.

His recent articles reflect a diverse array of research interests and contributions to the field:

Remotely controlled multiple robots using a centralized map on the cloud server

Collision-Tolerant Autonomous UAV Navigation in Perceptually Degraded Dynamic Environments Using Onboard Sensing and Computation

Utilizing GPT in Sensor Data-Based Autonomous Driving Algorithms

협동 임무를 위한 분산형 비선형 모델예측제어 기반 다중 로봇 자율주행 연구

Comparative Analysis of Object Recognition Algorithm and Obstacle Collision Avoidance Algorithm System for Verification of Domestic NPU Chip

States Estimation under State estimation of lithium-ion batteries for electric vehicles based on low-temperature conditions

Modeling of the Battery Pack and Battery Management System towards an Integrated Electric Vehicle Application

A study on Obstacle Avoidance techniques for safe exploration during Deep Reinforcement Learning using Model Predictive Filter

Deok Jin Lee Information

University

Position

Naval Postgraduate School

Citations(all)

2223

Citations(since 2020)

1142

Cited By

1434

hIndex(all)

22

hIndex(since 2020)

17

i10Index(all)

48

i10Index(since 2020)

30

Email

University Profile Page

Google Scholar

Deok Jin Lee Skills & Research Interests

Safe AI

Autonomous Vehicles

Deep Reinforcement Learning

Sensor Fusion

Adaptive Control

Top articles of Deok Jin Lee

Title

Journal

Author(s)

Publication Date

Remotely controlled multiple robots using a centralized map on the cloud server

대한기계학회 춘추학술대회

Hisham Abdalla

Doukhi Oualid

Deokjin Lee

2023/4

Collision-Tolerant Autonomous UAV Navigation in Perceptually Degraded Dynamic Environments Using Onboard Sensing and Computation

제어로봇시스템학회 국내학술대회 논문집

Doukhi Oualid

Yoonha Ryu

Deokjin Lee

2023/6

Utilizing GPT in Sensor Data-Based Autonomous Driving Algorithms

대한전자공학회 학술대회

Yoonha Ryu

Doukhi Oualid

Deokjin Lee

2023/5

협동 임무를 위한 분산형 비선형 모델예측제어 기반 다중 로봇 자율주행 연구

한국자동차공학회 추계학술대회 및 전시회

이재호, 도우키, 올리드, 유윤하, 이덕진

2023/11

Comparative Analysis of Object Recognition Algorithm and Obstacle Collision Avoidance Algorithm System for Verification of Domestic NPU Chip

대한전자공학회 학술대회

Yoonha Ryu

Doukhi Oualid

Deokjin Lee

2023/5

States Estimation under State estimation of lithium-ion batteries for electric vehicles based on low-temperature conditions

대한기계학회 춘추학술대회

Baoqi Mu

Doukhi Oualid

Deok-jin Lee

2023/4

Modeling of the Battery Pack and Battery Management System towards an Integrated Electric Vehicle Application

Energies

Nadya Novarizka Mawuntu

Bao-Qi Mu

Oualid Doukhi

Deok-Jin Lee

2023/10/19

A study on Obstacle Avoidance techniques for safe exploration during Deep Reinforcement Learning using Model Predictive Filter

대한기계학회 춘추학술대회

Yoonha Ryu

Oualid Doukhi

Deokjin Lee

2023/4

Learning-Based NMPC for Agile Navigation and Obstacle Avoidance in Unstructured Environments

Oualid Doukhi

Daeuk Kang

Yoonha Ryu

Jaeho Lee

Deok Jin Lee

2023/10/17

Reinforcement Learning-based Control for Small Aerial Robot

대한전자공학회 학술대회

Ali Barzegar

Deok-Jin Lee

2022/4

Intelligent Controller using Reinforcement Learning for Autonomous Navigation

제어로봇시스템학회 국내학술대회 논문집

Amir Ramezani Dooraki

Deok-Jin Lee

2022/6

Real-time Emergency Safety Remote Control Study based on Cloud Computing

한국자동차공학회 추계학술대회 및 전시회

Hisham Abdalla

Jongho Park

Yoonha Ryu

Deokjin Lee

2022/11

Sim-to-Real: Visual Semantic Segmentation-based Navigation

대한전자공학회 학술대회

Muhammad Imad

Deok Jin Lee

2022/4

Deep reinforcement learning-based adaptive controller for trajectory tracking and altitude control of an aerial robot

Applied Sciences

Ali Barzegar

Deok-Jin Lee

2022/5/9

Construction of Safe-Critical Reinforcement Learning Control Using Control Barrier Functions for ADAS Application

대한기계학회 춘추학술대회

Yoon Ha Ryu

Doukhi Oualid

Deok Jin Lee

2022/11

Reinforecment Learning based Controller for Autonomous Navigation in Static and Dynamic Environments

대한전자공학회 학술대회

Amir Ramezani Dooraki

Deok-Jin Lee

2022/4

Lithium-Ion Battery Model and Pack Level-Design for Electric Vehicle

대한기계학회 춘추학술대회

Nadya Novarizka Mawuntu

Deok-jin Lee

2022/5

Deep learning-based NMPC for local motion planning of last-mile delivery robot

Sensors

Muhammad Imad

Oualid Doukhi

Deok Jin Lee

Ji Chul Kim

Yeong Jae Kim

2022/10/22

Deep reinforcement learning for autonomous map-less navigation of a flying robot

IEEE Access

Oualid Doukhi

Deok Jin Lee

2022/3/28

Vision-based Local Motion Planning for Sidewalk Autonomous Delivery Robot

대한기계학회 춘추학술대회

Muhammad Imad

Deok Jin Lee

2022/5

See List of Professors in Deok Jin Lee University(Kunsan National University)

Co-Authors

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