SangWan Lee

SangWan Lee

Korea Advanced Institute of Science and Technology

Assistant Professor

Department of Bio and Brain Engineering

Research Area

  • #Computer science
  • #Neuroscience
  • #Reinforcement learning
  • #Artificial intelligence
  • #Arbitration
  • #Psychology
  • #Prefrontal cortex
  • #Engineering
  • #Reinforcement
  • #Neuroimaging

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Related papers to
‘ Computer science ‘ : 7

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

    2019/12

    12.1 Impact Factor

    11 citations

    Dongjae Kim, Geon Yeong Park, John P. O′Doherty, Sang Wan Lee

    DOI : 10.1038/S41467-019-13632-1

    • #Computer science
    • #Artificial intelligence
    • #State space
    • #Arbitration
    • #Model free
    • #Prefrontal cortex
    • #Relative reliability
    • #Job design

All papers authored by
‘ SangWan Lee ’ : 13

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

    2014/02
    NEURON

    15.1 Impact Factor

    432 citations

    Sang Wan Lee, Shinsuke Shimojo, John P O’Doherty

    DOI : 10.1016/J.NEURON.2013.11.028

    • #Psychology
    • #Artificial intelligence
    • #Neuroscience
    • #Arbitration
    • #Moment (mathematics)
    • #Action selection
    • #Psychophysics
    • #Reliability (statistics)
    • #Function (engineering)
    • #Process (engineering)

Related papers to
‘ Computer science ‘ : 7

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

    2019/12
    NATURE COMMUNICATIONS

    12.1 Impact Factor

    11 citations

    Dongjae Kim, Geon Yeong Park, John P. O′Doherty, Sang Wan Lee

    DOI : 10.1038/S41467-019-13632-1

    • #Computer science
    • #Artificial intelligence
    • #State space
    • #Arbitration
    • #Model free
    • #Prefrontal cortex
    • #Relative reliability
    • #Job design
  • Dynamic resource allocation during reinforcement learning accounts for ramping and phasic dopamine activity.

    2020/06
    NEURAL NETWORKS

    8.1 Impact Factor

    7 citations

    Minryung R. Song, Sang Wan Lee

    DOI : 10.1016/J.NEUNET.2020.03.005

    • #Computer science
    • #Neuroscience
    • #Dopamine
    • #Reinforcement learning
    • #Salience (neuroscience)
    • #Striatum
    • #Midbrain
    • #Temporal difference learning

Get access to
Contact information

Log in

All papers authored by
‘ SangWan Lee ’ : 13

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

    2014/02
    NEURON

    15.1 Impact Factor

    432 citations

    Sang Wan Lee, Shinsuke Shimojo, John P O’Doherty

    DOI : 10.1016/J.NEURON.2013.11.028

    • #Psychology
    • #Artificial intelligence
    • #Neuroscience
    • #Arbitration
    • #Moment (mathematics)
    • #Action selection
    • #Psychophysics
    • #Reliability (statistics)
    • #Function (engineering)
    • #Process (engineering)
  • The structure of reinforcement-learning mechanisms in the human brain

    2015/02
    CURRENT OPINION IN BEHAVIORAL SCIENCES

    3.4 Impact Factor

    65 citations

    John P O’Doherty, Sang Wan Lee, Daniel McNamee

    DOI : 10.1016/J.COBEHA.2014.10.004

    • #Engineering
    • #Computer security
    • #Cognitive science
    • #Poison control
    • #Reinforcement
    • #Neuroimaging
    • #Human brain
    • #Reinforcement learning
    • #Arbitration
    • #Structure (mathematical logic)

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