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Emma Brunskill

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Evaluating and Optimizing Educational Content with Large Language Model Judgments

Mar 05, 2024
Joy He-Yueya, Noah D. Goodman, Emma Brunskill

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Experiment Planning with Function Approximation

Jan 10, 2024
Aldo Pacchiano, Jonathan N. Lee, Emma Brunskill

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Adaptive Instrument Design for Indirect Experiments

Dec 05, 2023
Yash Chandak, Shiv Shankar, Vasilis Syrgkanis, Emma Brunskill

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Adaptive Interventions with User-Defined Goals for Health Behavior Change

Nov 16, 2023
Aishwarya Mandyam, Matthew Joerke, Barbara E. Engelhardt, Emma Brunskill

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Proportional Response: Contextual Bandits for Simple and Cumulative Regret Minimization

Jul 05, 2023
Sanath Kumar Krishnamurthy, Ruohan Zhan, Susan Athey, Emma Brunskill

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Supervised Pretraining Can Learn In-Context Reinforcement Learning

Jun 26, 2023
Jonathan N. Lee, Annie Xie, Aldo Pacchiano, Yash Chandak, Chelsea Finn, Ofir Nachum, Emma Brunskill

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Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets

Jun 24, 2023
Anirudhan Badrinath, Yannis Flet-Berliac, Allen Nie, Emma Brunskill

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Reinforcement Learning Tutor Better Supported Lower Performers in a Math Task

Apr 13, 2023
Sherry Ruan, Allen Nie, William Steenbergen, Jiayu He, JQ Zhang, Meng Guo, Yao Liu, Kyle Dang Nguyen, Catherine Y Wang, Rui Ying, James A Landay, Emma Brunskill

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Estimating Optimal Policy Value in General Linear Contextual Bandits

Feb 19, 2023
Jonathan N. Lee, Weihao Kong, Aldo Pacchiano, Vidya Muthukumar, Emma Brunskill

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