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Search: "[ author: Ju-Bong Kim ]" (3)
    Collision Avoidance Path Control of Multi-AGV Using Multi-Agent Reinforcement Learning
    Ho-Bin Choi, Ju-Bong Kim, Youn-Hee Han, Se-Won Oh, Kwi-Hoon Kim KIPS Transactions on Computer and Communication Systems, Vol. 11, No. 9, pp. 281-288, Sep. 2022
    https://doi.org/10.3745/KTCCS.2022.11.9.281
    Keywords: Fulfillment Center, Warehouse, AGV, Path Control, MARL

    Max-Mean N-step Temporal-Difference Learning Using Multi-Step Return
    Gyu-Young Hwang, Ju-Bong Kim, Joo-Seong Heo, Youn-Hee Han KIPS Transactions on Computer and Communication Systems, Vol. 10, No. 5, pp. 155-162, May. 2021
    https://doi.org/10.3745/KTCCS.2021.10.5.155
    Keywords: Reinforcement Learning, Q-learning, DQN, n-step Temporal-Difference Learning

    Blockchain Based Financial Portfolio Management Using A3C
    Ju-Bong Kim, Joo-Seong Heo, Hyun-Kyo Lim, Do-Hyung Kwon, Youn-Hee Han KIPS Transactions on Computer and Communication Systems, Vol. 8, No. 1, pp. 17-28, Jan. 2019
    https://doi.org/10.3745/KTCCS.2019.8.1.17  
    Keywords: Reinforcement Learning, Financial Portfolio Management, A3C, Cryptocurrency, Investment Engineering