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Search: "[ author: 한연희 ]" (17)
Deep Reinforcement Learning-based 2-level Tax Policy Optimization Simulation Environment Analysis and Experiment
Joo-Seong Heo, Yo-Han Choi, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 8, No. 2, pp. 9-13,
Dec.
2023
10.11111/JATR.2023.8.2.009
Keywords: Tax Policy Optimization, Economic Simulation Analaysis, Reinforcement
10.11111/JATR.2023.8.2.009
Keywords: Tax Policy Optimization, Economic Simulation Analaysis, Reinforcement
Deep Reinforcement Learning-Based Control of EGO-Swarm Parameters
ChangHun Ji, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 8, No. 1, pp. 15-19,
Jun.
2023
10.11111/JATR.2023.8.1.015
Keywords: Drone Autonomous Flight, EGO-Swarm, Hierarchical Deep Reinforcement Learning
10.11111/JATR.2023.8.1.015
Keywords: Drone Autonomous Flight, EGO-Swarm, Hierarchical Deep Reinforcement Learning
Study on Deep Reinforcement Learning for Partial Task Offloading in Edge Cloud Network
Yeongjun Seok, Hyun-kyo Lim, Ihsan Ullah, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 7, No. 2, pp. 13-16,
Dec.
2022
10.11111/JATR.2022.7.2.013
Keywords: IoT, 5G network, Partial Task Off-Loading, Resource Consumption, Delay time, Edge Cloud Computing Systems, Hierarchical Deep Reinforcement Learning, Task Allocation Optimization
10.11111/JATR.2022.7.2.013
Keywords: IoT, 5G network, Partial Task Off-Loading, Resource Consumption, Delay time, Edge Cloud Computing Systems, Hierarchical Deep Reinforcement Learning, Task Allocation Optimization
A Study on Task Offloading Scheme Using Deep Q-Network in Edge-Cloud Computing Environment
Hyun-Kyo Lim, Ihsan Ullah, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 7, No. 1, pp. 5-13,
Jun.
2022
10.11111/JATR.2022.7.1.005
Keywords: Deep Q-Network, Edge-Cloud computing, Resource Allocation, Markov Process, IoT, 5G network
10.11111/JATR.2022.7.1.005
Keywords: Deep Q-Network, Edge-Cloud computing, Resource Allocation, Markov Process, IoT, 5G network
Study on Reinforcement Learning Algorithm for Efficient Virtual Network Embedding
Hyun-Kyo Lim, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 6, No. 2, pp. 10-15,
Dec.
2021
10.11111/JATR.2021.6.2.010
Keywords: Virtual Network Embedding, Hierarchical Reinforcement Learning, Multi-Agent-based Reinforcement Learning
10.11111/JATR.2021.6.2.010
Keywords: Virtual Network Embedding, Hierarchical Reinforcement Learning, Multi-Agent-based Reinforcement Learning
Study on Control Performance for Rotary Double Inverted Pendulum
Chanhun Ji, Hyun-Kyo Lim, Joo-Seong Heo, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 6, No. 1, pp. 7-10,
Jun.
2021
10.11111/JATR.2021.6.1.007
Keywords: Double Rotary Inverted Pendulum, Reinforcement Learning, DDPG, TD3
10.11111/JATR.2021.6.1.007
Keywords: Double Rotary Inverted Pendulum, Reinforcement Learning, DDPG, TD3
Research Trends in Reinforcement Learning Environments
Ho-Bin Choi, Hyun-Kyo Lim, Gyu-Young Hwang, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 5, No. 2, pp. 19-23,
Dec.
2020
10.11111/JATR.2020.5.2.019
Keywords: Reinforcement Learning, Reinforcement Learning Environment, Multi-agent
10.11111/JATR.2020.5.2.019
Keywords: Reinforcement Learning, Reinforcement Learning Environment, Multi-agent
Comparative Analysis Experiment of Value-Based Multi-Agent Reinforcement Learning Algorithms
Ju-Bong Kim, Chang-Hun Ji, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 5, No. 2, pp. 6-12,
Dec.
2020
10.11111/JATR.2020.5.2.006
Keywords: Multi-Agent Reinforcement Learning, Cooperative Multi-Agent Task, Value-Based Reinforcement Learning
10.11111/JATR.2020.5.2.006
Keywords: Multi-Agent Reinforcement Learning, Cooperative Multi-Agent Task, Value-Based Reinforcement Learning
Robust Multi-Step Bootstrapping
Gyu-Young Hwang, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 5, No. 1, pp. 6-11,
Jun.
2020
10.11111/JATR.2020.5.1.006
Keywords: Reinforcement Learning, Monte Carlo method, TD learning, one-step TD method, n-step TD method, Ω-return, Q-learning
10.11111/JATR.2020.5.1.006
Keywords: Reinforcement Learning, Monte Carlo method, TD learning, one-step TD method, n-step TD method, Ω-return, Q-learning
Reinforcement Learning-based Curriculum Learning Design and Experiment of Grid Sortation System in Smart Factory
Ho-Bin Choi, Gyu-Young Hwang, Hyun-Kyo Lim, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 4, No. 2, pp. 6-15,
Dec.
2019
10.11111/JATR.2019.4.2.006
Keywords: Reinforcement Learning, Curriculum Learning, Smart Factory, Grid Sortation System
10.11111/JATR.2019.4.2.006
Keywords: Reinforcement Learning, Curriculum Learning, Smart Factory, Grid Sortation System