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Search: "[ keyword: Reinforcement Learning ]" (8)
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

Keywords: IoT, 5G network, Partial Task Off-Loading, Resource Consumption, Delay time, Edge Cloud Computing Systems, Hierarchical Deep Reinforcement Learning, Task Allocation Optimization
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

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

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

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

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

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

Keywords: Reinforcement Learning, Curriculum Learning, Smart Factory, Grid Sortation System
Research Trends on PID Control and Reinforcement Learning Control on Drone
Ju-bong Kim, Gyu-Young Hwang, Chae-Hun An, Youn-Hee HanJournal of Advanced Technology Research,
Vol. 4, No. 1, pp. 6-13,
Jun.
2019
10.11111/JATR.2019.4.1.006
Keywords: Unmanned Air Vehicle, Drone, Drone Swarm, PID Control, Artificial intelligence, Reinforcement Learning

Keywords: Unmanned Air Vehicle, Drone, Drone Swarm, PID Control, Artificial intelligence, Reinforcement Learning