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Search: "[ keyword: Reinforcement Learning ]" (11)
    Analysis and Case Studies of Nvidia Isaac Gym for Deep Reinforcement Learning-Based Quadruped Robot Control
    Yohan Choi, Changhun Ji, Youn-Hee HanJournal of Advanced Technology Research, Vol. 9, No. 2, pp. 8-20, Dec. 2024
    10.11111/JATR.2024.9.2.008
    Keywords: Quadruped Robots, Deep Reinforcement Learning, NVIDIA Isaac Gym, Parallel Simulation, Sim-to-Real Transfer, Robot control
    End-to-End Key Generation Method in Quantum Key Distribution Networks for Minimizing Session Blocks Using Deep Reinforcement Learning
    Yeongjun Seok, Ju-Bong Kim, Youn-Hee HanJournal of Advanced Technology Research, Vol. 9, No. 1, pp. 13-16, Jun. 2024
    10.11111/JATR.2024.9.1.013
    Keywords: Quantum Key Distribution, Deep Reinforcement Learning, End-to-End Key Generation, Session Block Minimization, GAT, LSTM
    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
    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
    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
    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
    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
    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
    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
    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