Reinforcement Learning-based Military UAV Control

Gyu Seon Kim ,  Sungjoon Lee ,  Taejin Woo and others 3

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2025 .02

Trade-off Study on Multi-UAV Autonomous Mission Planning Algorithms

Woohyuk Chang ,  Euihyeon Choi

한국항공우주학회 학술발표회 초록집

2022 .11

A Reinforcement Learning-Based Approach to Mission Planning for UAV Surveillance and Reconnaissance

SuJin Kang ,  Hyeon Jun Lee ,  Bo Hoon Moon and others 3

한국항공우주학회 학술발표회 초록집

2023 .04

A study on Mission Planning for UAS

Gyeong Rae Nam ,  Dae Young Kim ,  Cheol Hee Kwon

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2016 .06

A Study on Path Planning Optimization of UAV using Refined Dataset and Imitation-based Reinforcement Learning

Yoo Hyun Suk ,  Lee Se Bi

Korea Artificial Intelligence Conference

2024 .09

UAV Multi-mission Planning Optimization with Endurance Time Constraint using Genetic Algorithm

Jihoon Pa ,  k ,  Daewoo Lee

한국항공우주학회 학술발표회 초록집

2019 .04

UAV Mission Planning with Computational Constraints and Model Uncertainty in Markov Decision Processes

Hyeok-Joo Chae ,  Jung-Su Ha ,  Han-Lim Choi

한국항공우주학회 학술발표회 초록집

2016 .11

A Study on an Efficient Learning Approach for Split Learning through Reinforcement Learning

Doo Hyun Lee ,  Jung Woo Lee

Proceedings of Symposium of the Korean Institute of communications and Information Sciences

2023 .02

Task Allocation of Multi-UAVs using Reinforcement Learning for Heterogeneous ISR Mission Planning

Bo Hoon Moon ,  Hyeon Jun Lee ,  Su Jin Kang and others 3

한국항공우주학회 학술발표회 초록집

2023 .11

Curriculum based UAV Self-play Learning

Jung Ho Bae ,  Insu Hwang

한국정보과학회 학술발표논문집

2023 .06

Multi-UAV Mission Allocation and Optimization Technique Based on Discrete-Event Modeling and Simulation

Dong Ho Lee ,  Hwanchol Jang ,  Sang-Hwan Kim and others 1

Journal of the Korean Society for Aeronautical & Space Sciences

2020 .02

Robotics Learning Technology using Reinforcement Learning

이덕진

INFORMATION AND CONTROL SYMPOSIUM

2021 .04

A Study on Reward Methods in Reinforcement Learning Using Different Learning Bases

Gwang-Un Kim ,  Jung-Jin Yang

한국정보과학회 학술발표논문집

2018 .06

Derive Mission Profile for Mission Expanded Type Medium and Large Unmanned Aerial Vehicle

Myungjae Kim ,  Soohun Oh ,  Myeongkyu Lee

항공우주시스템공학회 학술행사 논문집

2018 .11

Autonomous Single UAV Reconnaissance Mission Planning in Multi-Base and Multi-Threat Environment Based on Markov Decision Process

Uihwan Choi ,  Seongsik Jeong ,  Jaemyung Ahn

한국항공우주학회 학술발표회 초록집

2016 .11