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Susan A. Murphy

6 papers at tracked venues · 1 at CORE A* · active 2024–2025

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Venues

AISTATS ×3AAAI ×1AAMAS ×1IJCAI ×1

Frequent coauthors

Anna L. Trella
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Daiqi Gao
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Kyra Gan
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Yongyi Guo
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Susobhan Ghosh
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Eura Nofshin
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Papers

  1. A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial
    AAAI 2025 ·
    Anna L. Trella
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  2. Harnessing Causality in Reinforcement Learning with Bagged Decision Times
    AISTATS 2025 ·
    Daiqi Gao
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  3. Contextual Bandits with Budgeted Information Reveal
    AISTATS 2024 ·
    Kyra Gan
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  4. Online learning in bandits with predicted context
    AISTATS 2024 ·
    Yongyi Guo
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  5. ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use
    IJCAI 2024 ·
    Susobhan Ghosh
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  6. Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks
    AAMAS 2024 ·
    Eura Nofshin
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