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Search: "[ keyword: Reinforcement Learning ]" (16)
    A Reinforcement Learning Approach to Collaborative Filtering Considering Time-sequence of Ratings
    Jung Kyu Lee , Byong Hwa Oh , Ji Hoon Yang The KIPS Transactions:PartB , Vol. 19, No. 1, pp. 31-36, Feb. 2012
    10.3745/KIPSTB.2012.19.1.31


    Reinforcement Post-Processing and Feedback Algorithm for Optimal Combination in Bottom-Up Hierarchical Classification
    Yun Jeong Choi , Seung Soo Park The KIPS Transactions:PartB , Vol. 17, No. 2, pp. 139-148, Apr. 2010
    10.3745/KIPSTB.2010.17.2.139


    Multi-Object Goal Visual Navigation Based on Multimodal Context Fusion
    Jeong Hyun Choi, In Cheol Kim KIPS Transactions on Software and Data Engineering, Vol. 12, No. 9, pp. 407-418, Sep. 2023
    https://doi.org/10.3745/KTSDE.2023.12.9.407
    Keywords: Multi-Object Goal Visual Navigation, Deep Reinforcement Learning, Multimodal Context Fusion, Global Mapping


    Grasping a Target Object in Clutter with an Anthropomorphic Robot Hand via RGB-D Vision Intelligence, Target Path Planning and Deep Reinforcement Learning
    Ga Hyeon Ryu, Ji-Heon Oh, Jin Gyun Jeong, Hwanseok Jung, Jin Hyuk Lee, Patricio Rivera Lopez, Tae-Seong Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 9, pp. 363-370, Sep. 2022
    https://doi.org/10.3745/KTSDE.2022.11.9.363  
    Keywords: Anthropomorphic Robot Hand, Reinforcement Learning, Path Planning, Object Detection


    Evaluating SR-Based Reinforcement Learning Algorithm Under the Highly Uncertain Decision Task
    Kim So Hyeon, Lee Jee Hang KIPS Transactions on Software and Data Engineering, Vol. 11, No. 8, pp. 331-338, Aug. 2022
    https://doi.org/10.3745/KTSDE.2022.11.8.331
    Keywords: SR Based Reinforcement Learning Algorithm, 2-Stage Markov Decision Task, State Transition Probability, Reward Function


    An Implementation of Intelligent Game Characters using Neural Networks
    Byeong Heon Cho , Sung Hoon Jung , Yeong Rak Seong , Ha Ryoung Oh The KIPS Transactions:PartB , Vol. 11, No. 7, pp. 831-840, Dec. 2004
    10.3745/KIPSTB.2004.11.7.831


    Effective Utilization of Domain Knowledge for Relational Reinforcement Learning
    MinKyo Kang, InCheol Kim KIPS Transactions on Software and Data Engineering, Vol. 11, No. 3, pp. 141-148, Mar. 2022
    https://doi.org/10.3745/KTSDE.2022.11.3.141
    Keywords: Relational Reinforcement Learning, Domain Knowledge, Policy, Logic Predicate, Generality, Interpretability


    A study on environmental adaptation and expansion of intelligent agent
    Baeg Hye Jeong , Park Yeong Taeg The KIPS Transactions:PartB , Vol. 10, No. 7, pp. 795-802, Dec. 2003
    10.3745/KIPSTB.2003.10.7.795


    The Design and Practice of Disaster Response RL Environment Using Dimension Reduction Method for Training Performance Enhancement
    Sangho Yeo, Seungjun Lee, Sangyoon Oh KIPS Transactions on Software and Data Engineering, Vol. 10, No. 7, pp. 263-270, Jul. 2021
    https://doi.org/10.3745/KTSDE.2021.10.7.263
    Keywords: Reinforcement Learning Environment, Disaster Response Simulation, Dimension Reduction Method, PCA


    Function Approximation for Reinforcement Learning using Fuzzy Clustering
    Lee Yeong A , Jeong Gyeong Sug , Jeong Tae Chung The KIPS Transactions:PartB , Vol. 10, No. 6, pp. 587-592, Oct. 2003
    10.3745/KIPSTB.2003.10.6.587


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