J-KICS

The Impact of Dataset on Offline Reinforcement Learning of Multiple UAVs for Flying Ad-hoc Network Formation

Dongsu Lee Minhae Kwon
Vol. 49, No. 7, pp. 1002-1011, Jul. 2024

10.7840/kics.2024.49.7.1002

Artificial intelligence

Multi-Agent Reinforcement Learning

Offline Reinforcement Learning

ad-hoc network

Online Curriculum Reinforcement Learning Based UAV Training for Disaster Network Recovery

Dongsu Lee Jeyeon Eo Minhae Kwon
Vol. 49, No. 1, pp. 12-22, Jan. 2024

10.7840/kics.2024.49.1.12

Curriculum Learning

Deep Reinforcement Learning

flying ad-hoc network

Offline Reinforcement Learning Based UAV Training for Disaster Network Recovery

Jeyeon Eo Dongsu Lee Minhae Kwon
Vol. 49, No. 1, pp. 1-11, Jan. 2024

10.7840/kics.2024.49.1.1

Unmanned Aerial Vehicle

Reinforcement Learning

Offline Reinforcement Learning

Sparse Reward Environment

Survey on Practical Reinforcement Learning : from Imitation Learning to Offline Reinforcement Learning

Dongsu Lee Chanin Eom Sungwoo Choi Sungkwan Kim Minhae Kwon

Vol. 48, No. 11, pp. 1405-1417, Nov. 2023

10.7840/kics.2023.48.11.1405

Deep Reinforcement Learning

Offline Reinforcement Learning

Imitation Learning

Autonomous Driving Strategy for Bottleneck Traffic with Prioritized Experience Replay

Chanin Eom Dongsu Lee Minhae Kwon
Vol. 48, No. 6, pp. 690-703, Jun. 2023

10.7840/kics.2023.48.6.690

Autonomous driving system

Bottleneck traffic

Deep Reinforcement Learning

Partially observable Markov decision process

Twin delayed deep deterministic policy gradient

prioritized experience replay

Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles

Dongsu Lee Minhae Kwon
Vol. 46, No. 10, pp. 1667-1682, Oct. 2021

10.7840/kics.2021.46.10.1667

DSP-Based Micro-Modem for Underwater Acoustic Communications

Dongsoo Lee Sangmin Lee Sung-Joon Park
Vol. 39, No. 3, pp. 275-281, Mar. 2014

Development of Multi-View Simulator for Mobile Display based on Augmented Reality for Providing an Optimum Viewing Zone

Dong-Su Lee Kwang-Hoon Lee Min-Chul Park
Vol. 38, No. 10, pp. 896-902, Oct. 2013

Analysis of Multicast Handover Scheme for Next Generation Access Networks

Young-suk Lee Dong-soo Lee Young-han Kim
Vol. 37, No. 12, pp. 1303-1309, Dec. 2012

Improved face detection method at a distance with skin-color and variable edge-mask filtering

Dong-Su Lee Seokwon Yeom Shin-Hwan Kim
Vol. 37, No. 2, pp. 105-112, Feb. 2012

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The Impact of Dataset on Offline Reinforcement Learning of Multiple UAVs for Flying Ad-hoc Network Formation

Online Curriculum Reinforcement Learning Based UAV Training for Disaster Network Recovery

Offline Reinforcement Learning Based UAV Training for Disaster Network Recovery

Survey on Practical Reinforcement Learning : from Imitation Learning to Offline Reinforcement Learning

Autonomous Driving Strategy for Bottleneck Traffic with Prioritized Experience Replay

Combating Stop-and-Go Wave Problem at a Ring Road Using Deep Reinforcement Learning Based Autonomous Vehicles

DSP-Based Micro-Modem for Underwater Acoustic Communications

Development of Multi-View Simulator for Mobile Display based on Augmented Reality for Providing an Optimum Viewing Zone

Analysis of Multicast Handover Scheme for Next Generation Access Networks

Improved face detection method at a distance with skin-color and variable edge-mask filtering

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