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Search: "[ keyword: Reinforcement Learning ]" (9)

  1. Deep Reinforcement Learning-Based Edge Caching in Heterogeneous Networks
    Yoonjeong Choi, Yujin Lim
    Vol. 18, No. 6, pp. 803-812, Dec. 2022
    10.3745/JIPS.03.0180

    Keywords: edge caching, Heterogeneous networks, Reinforcement Learning

  2. A Joint Allocation Algorithm of Computing and Communication Resources Based on Reinforcement Learning in MEC System
    Qinghua Liu, Qingping Li
    Vol. 17, No. 4, pp. 721-736, Aug. 2021
    10.3745/JIPS.01.0079

    Keywords: Cellular MEC System, Markov Decision Process, Resource Allocation, Reinforcement Learning, Task Unloading

  3. An Efficient Load Balancing Scheme for Gaming Server Using Proximal Policy Optimization Algorithm
    Hye-Young Kim
    Vol. 17, No. 2, pp. 297-305, Apr. 2021
    10.3745/JIPS.03.0158

    Keywords: Dynamic allocation, greedy algorithm, load balancing, proximal policy optimization, Reinforcement Learning

  4. Dynamic Action Space Handling Method for Reinforcement Learning Models
    Sangchul Woo, Yunsick Sung
    Vol. 16, No. 5, pp. 1223-1230, Oct. 2020
    10.3745/JIPS.02.0146

    Keywords: Dance Tutorial System, Q-learning, Reinforcement Learning, Virtual Tutor

  5. Comparison of Reinforcement Learning Activation Functions to Improve the Performance of the Racing Game Learning Agent
    Dongcheul Lee
    Vol. 16, No. 5, pp. 1074-1082, Oct. 2020
    10.3745/JIPS.02.0141

    Keywords: Activation Function, Racing Game, Reinforcement Learning

  6. Rate Adaptation with Q-Learning in CSMA/CA Wireless Networks
    Soohyun Cho
    Vol. 16, No. 5, pp. 1048-1063, Oct. 2020
    10.3745/JIPS.03.0148

    Keywords: CSMA/CA, ns-3, ns3-gym, Q-learning, Reinforcement Learning

  7. Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement learning and Q-learning
    Ji Su Park, Jong Hyuk Park
    Vol. 16, No. 5, pp. 1001-1007, Oct. 2020
    10.3745/JIPS.02.0139

    Keywords: Deep Learning, Machine Learning, Reinforcement Learning, Q-learning

  8. CCTV-Based Multi-Factor Authentication System
    Byoung-Wook Kwon, Pradip Kumar Sharma, Jong-Hyuk Park
    Vol. 15, No. 4, pp. 904-919, Aug. 2019
    10.3745/JIPS.03.0127

    Keywords: Argon2, Convolutional Neural Network, Deep Reinforcement Learning, Physically Unclonable Functions

  9. A Method for Learning Macro-Actions for Virtual Characters Using Programming by Demonstration and Reinforcement Learning
    Yunsick Sung, Kyungeun Cho
    Vol. 8, No. 3, pp. 409-420, Sep. 2012
    10.3745/JIPS.2012.8.3.409
    Keywords: Reinforcement Learning, Monte Carlo Method, Behavior Generation Model, Programming B y Demonstration, Macro-Action, Multi-Step Action

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JIPS Awards 2023


Most-cited Paper
RAVIP: Real-Time AI Vision Platform for Heterogeneous Multi-Channel Video Stream
Jeonghun Lee and Kwang-il Hwang* (INCHEON NATIONAL UNIVERSITY)

* 2021.1.1~2023.10.31

Most-published Paper (Corresponding Author)
Ruirui Zhang (Sichuan Agricultural University, China)

* 2021.1.1~2023.10.31

Excellent Service Award (Associate Editor Activity)
Yan Li (Inha University, Korea)

JIPS Awards 2022


Most-cited Paper
SkelGAN: A Font Image Skeletonization Method
Debbie Honghee Ko, Ammar Ul Hassan, Saima Majeed, Jaeyoung Choi*(Soongsil University)

* 2021.1.1~2022.10.31

Most-published Paper (Corresponding Author)
Jin Gon Shon (Korea National Open University, Korea)

* 2021.1.1~2022.10.31

Excellent Service Award (Associate Editor Activity)
Yeongwook Yang (Hanshin University, Korea)

JIPS Awards 2021


Most-cited Paper
"Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing"
Hamoud Alshammari, Sameh Abd El-Ghany, and Abdulaziz Shehab* (Jouf University, Saudi Arabia)

* 2020. 10.1 ~ 2021. 12. 31

Publication (Corresponding Author)
Yoojae Won (Chungnam National University, Korea)

* 2020. 12.1 ~ 2021. 12. 31

AE Activity
Jungho Kang (Baewha Women's University, Korea)

JIPS Awards 2020


Most-cited Paper
"Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures"
Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo*, Hamid H. S. Javadi (University of Texas at San Antonio)

* 2019. 1.1 ~ 2020. 8. 31

Publication (Corresponding Author)
Guoqing Xu (Nanyang Institute of Technology, China)
Liquan zhao (Northeast Electric Power University, China)

* 2019. 1.1 ~ 2020. 10. 31

AE Activity
Ji Su Park (Jeonju University, Korea)

The 2nd Journal of Information Processing Systems Awards (2018)


Most-cited Paper
"Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City"
Pradip Kumar Sharma, Seo Yeon Moon and Jong Hyuk Park (Seoul National University of Science and Technology, Korea)

Publication (Corresponding Author)
Chengyou Wang (Shangdong University, China)

AE Activity
Yunsick Sung (Dongguk University, Korea)

JIPS Awards 2017


Most-cited Paper
"Mitigating Threats and Security Metrics in Cloud Computing" Jayaprakash Kar and Manoj Ranjan Mishra (King Abdulaziz University, Saudi Arabia)

Publication (Corresponding Author)
Jeong-Joon Kim (Korea Polytechnic University, Korea)

AE Activity
Byoung Wook Kim (Korea University, Korea)

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