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Lee, Sang Wan (이상완)
부교수, (뇌인지과학과)
Research Area
Computational neuroscience, Brain-inspired AI, machine learning
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Importance of prefrontal meta control in human-like reinforcement learning

    Lee, Jee Hang; Leibo, Joel Z.; An, Su Jin; et al, FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, v.16, 2022-12

    2
    Meta-control of social learning strategies

    Yaman, Anil; Bredeche, Nicolas; Caylak, Onur; et al, PLOS COMPUTATIONAL BIOLOGY, v.18, no.2, 2022-02

    3
    Prefrontal solution to the bias-variance tradeoff during reinforcement learning

    Kim, Dongjae; Jeong, Jaeseungresearcher; Lee, Sang Wanresearcher, CELL REPORTS, v.37, no.13, 2021-12

    4
    Neurocomputational mechanism of controllability inference under a multi-agent setting

    Kim, Jaejoong; Lee, Sang Wanresearcher; Yoon, Seokho; et al, PLOS COMPUTATIONAL BIOLOGY, v.17, no.11, pp.e1009549, 2021-11

    5
    Effects of subclinical depression on prefrontal-striatal model-based and model-free learning

    Heo, Suyeon; Sung, Yoondo; Lee, Sang Wanresearcher, PLOS COMPUTATIONAL BIOLOGY, v.17, no.5, 2021-05

    6
    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

    7
    Neural Network-Based Intuitive Physics for Non-Inertial Reference Frames

    Seo, Jongwoo; Lee, Sang Wanresearcher, IEEE ACCESS, v.9, pp.114246 - 114254, 2021

    8
    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

    9
    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

    10
    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

    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

    12
    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

    13
    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

    14
    확률적 시뮬레이션을 이용한 모델 기반 강화학습

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

    15
    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

    16
    강화학습 이론의 신경과학적 고찰

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

    17
    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

    18
    불확실성 기반 상태 공간 학습 알고리즘을 이용한Exploration-Exploitation 딜레마에 관한 연구

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

    19
    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

    20
    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
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