Researcher Page

Lee, Sang Wan (이상완)
부교수, Department of Bio and Brain Engineering(바이오및뇌공학과)
Research Area
Computational neuroscience, Brain-inspired AI, machine learning
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    Why and how the brain weights contributions from a mixture of experts

    O'Doherty, John P.; Lee, Sang Wanresearcher; Tadayonnejad, Reza; et al, NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS, v.123, pp.14 - 23, 2021-04

    Behavioral evidence for memory replay of video episodes in the macaque

    Zuo, Shuzhen; Wang, Lei; Shin, Jung Han; et al, ELIFE, v.9, 2020-04

    Task complexity interacts with state-space uncertainty in the arbitration between model-based and model-free learning

    Kim, Dongjae; Park, Geon Yeong; O'Doherty, John P.; et al, NATURE COMMUNICATIONS, v.10, 2019-12

    Neurostimulation Reveals Context-Dependent Arbitration Between Model-Based and Model-Free Reinforcement Learning

    Weissengruber, Sebastian; Lee, Sang Wanresearcher; O’Doherty, John P.; et al, CEREBRAL CORTEX, v.29, no.11, pp.4850 - 4862, 2019-11

    Decision-making in brains and robots - the case for an interdisciplinary approach

    Lee, Sang Wanresearcher; Seymour, Ben, CURRENT OPINION IN BEHAVIORAL SCIENCES, v.26, pp.137 - 145, 2019-04

    Toward high-performance, memory-efficient, and fast reinforcement learning-Lessons from decision neuroscience

    Lee, Jee Hang; Seymour, Ben; Leibo, Joel Z.; et al, SCIENCE ROBOTICS, v.4, no.26, 2019-01

    Metacognition for a Common Model of Cognition

    Kralik, JD; Lee, JH; Rosenbloom, PS; et al, Procedia Computer Science, v.145, pp.730 - 739, 2018-12

    확률적 시뮬레이션을 이용한 모델 기반 강화학습

    주하람; 김준오; 이상완researcher, 한국지능시스템학회 논문지, v.28, no.5, pp.481 - 486, 2018-10

    Model-based and model-free pain avoidance learning

    Wang, Oliver; Lee, Sang Wanresearcher; O'Doherty, John; et al, Brain and Neuroscience Advances, v.2, 2018-05

    강화학습 이론의 신경과학적 고찰

    이상완researcher, 정보과학회지, v.36, no.1, pp.8 - 16, 2018-01

    Exploring Feature Dimensions to Learn a New Policy in an Uninformed Reinforcement Learning Task

    Choung, Oh-Hyun; Lee, Sang Wanresearcher; Jeong, Yongresearcher, SCIENTIFIC REPORTS, v.7, pp.17676, 2017-12

    불확실성 기반 상태 공간 학습 알고리즘을 이용한Exploration-Exploitation 딜레마에 관한 연구

    안수진; 이상완researcher, 한국지능시스템학회 논문지, v.27, no.4, pp.316 - 320, 2017-08

    Design of a Gait Phase Recognition System That Can Cope With EMG Electrode Location Variation

    Lee, Sang Wanresearcher; Yi, Taeyoub; Jung, Jin-Woo; et al, IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, v.14, no.3, pp.1429 - 1439, 2017-07

    Neural Computations Mediating One-Shot Learning in the Human Brain

    Lee, Sang Wanresearcher; O'Doherty, John P.; Shimojo, Shinsuke, PLOS BIOLOGY, v.13, no.4, 2015-04

    The structure of reinforcement-learning mechanisms in the human brain

    O'Doherty, John; Lee, Sang Wanresearcher; Mcnamee, Daniel, Current Opinion in Behavioral Sciences, v.1, pp.94 - 100, 2015-02

    Neural Computations Underlying Arbitration between Model-Based and Model-free Learning

    Lee, Sang Wanresearcher; Shimojo, Shinsuke; O'Doherty, John P., NEURON, v.81, no.3, pp.687 - 699, 2014-02

    Feature subset selection using separability index matrix

    Han, Jeong-Su; Lee, Sang Wanresearcher; Bien, Zeungnam, INFORMATION SCIENCES, v.223, pp.102 - 118, 2013-02

    Applying Human Learning Principles to User-Centered IoT Systems

    Lee, Sang Wanresearcher; Prenzel, Oliver; Bien, Zeung namresearcher, COMPUTER, v.46, no.2, pp.46 - 52, 2013-02

    Hand gesture recognition using multivariate fuzzy decision tree and user adaptation

    Jeon, Moon-Jin; Lee, Sang Wanresearcher; Bien, Zeung namresearcher, International Journal of Fuzzy System Applications, v.1, no.3, pp.15 - 31, 2011-07

    A Nonsupervised Learning Framework of Human Behavior Patterns Based on Sequential Actions

    Lee, Sang Wanresearcher; Kim, Yong Soo; Bien, Zeung namresearcher, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.22, pp.479 - 492, 2010-04

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