Tuyen P. Le
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Publications (Google Scholar)

Workshop Papers

  1. Tuyen P. Le. A deep decision-making framework for fraud detection. NeurIPS, 2019

Journal Papers

  1. Hoang Huu Viet, Le Hong Trang, Le Pham Tuyen, and Taechoong Chung. A shortlist-based bidirectional local search for the stable marriage problem. Journal of Experimental & Theoretical Artificial Intelligence(IF:2.111), 32(1):147–163, 2020.

  2. SeungYoon Choi, Tuyen P Le, Quang D Nguyen, Md Abu Layek, SeungGwan Lee, and TaeChoong Chung. Toward self-driving bicycles using state-of-the-art deep reinforcement learning algorithms. Symmetry (IF:2.645), 11(2):290, 2019.

  3. Md Layek, AFM Uddin, Tuyen P Le, TaeChoong Chung, Eui-Nam Huh, et al. Center-emphasized visual saliency and a contrast-based full reference image quality index. Symmetry (IF:2.645), 11(3):296, 2019.

  4. Tuyen P. Le, Vien Anh Ngo, Md Abu Layek, and TaeChoong Chung. “A Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes” IEEE Access (IF:3.745)

  5. Tuyen P. Le, Vien Anh Ngo, P. Marlith Jaramillo, and TaeChoong Chung. “Importance sampling policy gradient algorithms in reproducing kernel Hilbert space.” Artificial Intelligence Review (2017): 1-21. (IF:5.747)

  6. Tuyen P. Le, Hoang Huu Viet, Sang Hyeok An, Seung Gwan Lee, Dong-Han Kim, and Tae Choong Chung: “Univector field method-based multi-agent navigation for pursuit problem in obstacle environments.” Journal of Central South University 24, no. 4 (2017): 1002-1012. (IF:1.249)

International Conference Papers

  1. Tuyen P. Le, Abu Layek, Ngo Anh Vien, and TaeChoong Chung. “Deep reinforcement learning algorithms for steering an underactuated ship.” In Multisensor Fusion and Integration for Intelligent Systems (MFI), 2017 IEEE International Conference on, pp. 602-607. IEEE, 2017.[Link]

  2. Viet-Hung Dang, Ngo Anh Vien, Tuyen P. Le, and Taechoong Chung. “A Functional Optimization Method for Continuous Domains.” In International Conference on Industrial Networks and Intelligent Systems, pp. 254-265. Springer, Cham, 2017.[Link]

  3. Tuyen P. Le and TaeChoong Chung. “Controlling bicycle using deep deterministic policy gradient algorithm.” In Ubiquitous Robots and Ambient Intelligence (URAI), 2017 14th International Conference on, pp. 413-417. IEEE, 2017.[Link]

  4. Md Abu Layek, Ngo Quang Thai, Md Alamgir Hossain, Ngo Thien Thu, Tuyen P. Le, Ashis Talukder, TaeChoong Chung, and Eui-Nam Huh. “Performance analysis of H. 264, H. 265, VP9 and AV1 video encoders.” In Network Operations and Management Symposium (APNOMS), 2017 19th Asia-Pacific, pp. 322-325. IEEE, 2017.[Link]

Domestic Conference Papers

  1. Minh N. H. Nguyen, Tuyen P. Le, Nguyen H. Tran, Choong Seon Hong. (2017). Deep Reinforcement Learning based Smart Building Energy Management. KSC2017, 871-873.[Link]

  2. Tuyen P. Le, 최승윤, 정태충, Md. Abu Layek, 정철진. (2017). Reinforcement Learning of Vehicle Agent and Art work Trial using the Learning Trajectories. KCC2017, 719-721.[Link]

  3. Tuyen P. Le, Abu Layek, Seung-yoon Choi, TaeChoong Chung. (2017). Gathering Objects in Four-rooms Domain under Partially Observability. KSC2017, 865-867.[Link]

  4. Md Abu Layek, Ngo Quang Thai, Md Alamgir Hossain, Ngo Thien Thu, Tuyen P. Le, Ashis Talukder, TaeChoong Chung, Eui-Nam Huh. (2017). Analysis of the Effects of Timing Presets on the Performance of H.264AVC and H.265HEVC Video Encoders. Proceedings of Symposium of the Korean Institute of communications and Information Sciences, , 442-443.[Link]

  5. Md Abu Layek, Ngo Quang Thai, Md Alamgir Hossain, Ngo Thien Thu, Tuyen P. Le, Ashis Talukder, TaeChoong Chung, Eui-Nam Huh. (2017). Performance Analysis of AV1 for Video Coding in Very Low Bit Rates. KCC2017, 118-120.[Link]

  6. Tuyen P. Le, Md. Abu Layek, Marlith Jaramillo, CholJin Jong, Seung-yoon Choi, JinSeok Kim, TaeChoong Chung. (2016). A Non-parametric policy based Algorithm in Reproducing Kernel Hilbert Space. KCC2016, 892-893. [Link]

  7. 정철진, 최승윤, 김진석, 라엑엠디아부, 레팜투웬, 마를리스자라밀로, 정태충. (2016). 레고 마인드스톰을 이용한 음원 추적 모바일 로봇 연구. KCC2016, 1028-1029.[Link]

  8. JinSeok Kim, Seung-yoon Choi, CholJin Jong, Md. Abu Layek, Tuyen P. Le, Marlith Jaramillo, TaeChoong Chung. (2016). Selected wireless mesh network model and architecture for a communication interruption in the fixed wireless environment. KCC2016, 1265-1267. [Link]

  9. Seung-yoon Choi, Md. Abu Layek, Tuyen P. Le, Cheoljin Jeong, Jinseok Kim, Marlith Jaramillo, TaeChoong Chung. (2016). A Study of Sequential Workspace Management Approach for Autonomous Mobile Robot in Path Planning Problem. KCC2016, 1036-1038.[Link]

  10. Md. Abu Layek, Seung-yoon Choi, Tuyen P. Le, Marlith Jaramillo, JinSeok Kim, Jeong cheol jin, Eui-Nam Huh, TaeChoong Chung. (2016). Compression Efficiency Of Text Images In Hangul And Other Languages. KCC2016, 777-779.[Link]