Emma Brunskill
Stanford University
H-index: 51
North America-United States
Top articles of Emma Brunskill
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Proportional response: Contextual bandits for simple and cumulative regret minimization | Advances in Neural Information Processing Systems | Sanath Kumar Krishnamurthy Ruohan Zhan Susan Athey Emma Brunskill | 2024/2/13 |
A Fast and Accurate Machine Learning Autograder for the Breakout Assignment | Evan Zheran Liu David Yuan Ahmed Ahmed Elyse Cornwall Juliette Woodrow | 2024/3/7 | |
Waypoint transformer: Reinforcement learning via supervised learning with intermediate targets | Advances in Neural Information Processing Systems | Anirudhan Badrinath Yannis Flet-Berliac Allen Nie Emma Brunskill | 2024/2/13 |
Brief, Just-in-Time Teaching Tips to Support Computer Science Tutors | Alan Y Cheng Ellie Tanimura Joseph Tey Andrew C Wu Emma Brunskill | 2024/3/7 | |
Supervised pretraining can learn in-context reinforcement learning | Advances in Neural Information Processing Systems | Jonathan Lee Annie Xie Aldo Pacchiano Yash Chandak Chelsea Finn | 2024/2/13 |
Evaluating and Optimizing Educational Content with Large Language Model Judgments | arXiv preprint arXiv:2403.02795 | Joy He-Yueya Noah D Goodman Emma Brunskill | 2024/3/5 |
The GPT Surprise: Offering Large Language Model Chat in a Massive Coding Class Reduced Engagement but Increased Adopters’ Exam Performances | Allen Nie Yash Chandak Miroslav Suzara Ali Malik Juliette Woodrow | 2024/4/25 | |
Reinforcement learning tutor better supported lower performers in a math task | Machine Learning | Sherry Ruan Allen Nie William Steenbergen Jiayu He JQ Zhang | 2024/2/9 |
Minimax-Regret Sample Selection in Randomized Experiments | arXiv preprint arXiv:2403.01386 | Yuchen Hu Henry Zhu Emma Brunskill Stefan Wager | 2024/3/3 |
MedAlign: a clinician-generated dataset for instruction following with electronic medical records | arXiv preprint arXiv:2308.14089 | Scott L Fleming Alejandro Lozano William J Haberkorn Jenelle A Jindal Eduardo P Reis | 2023/8/27 |
Experiment planning with function approximation | Advances in Neural Information Processing Systems | Aldo Pacchiano Jonathan Lee Emma Brunskill | 2024/2/13 |
Estimating the Causal Treatment Effect of Unproductive Persistence | Amelia Leon Allen Nie Yash Chandak Emma Brunskill | 2024/3/18 | |
Understanding the Impact of Reinforcement Learning Personalization on Subgroups of Students in Math Tutoring | Allen Nie Ann-Katrin Reuel Emma Brunskill | 2023/6/30 | |
Adaptive Instrument Design for Indirect Experiments | Yash Chandak Shiv Shankar Vasilis Syrgkanis Emma Brunskill | 2023/10/13 | |
Estimating Optimal Policy Value in General Linear Contextual Bandits | arXiv preprint arXiv:2302.09451 | Jonathan N Lee Weihao Kong Aldo Pacchiano Vidya Muthukumar Emma Brunskill | 2023/2/19 |
Estimating Optimal Policy Value in Linear Contextual Bandits Beyond Gaussianity | Transactions on Machine Learning Research | Jonathan Lee Weihao Kong Aldo Pacchiano Vidya Muthukumar Emma Brunskill | 2023/9/18 |
Check for updates Towards the Future of AI-Augmented Human Tutoring in Math Learning | Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky: 24th International Conference, AIED 2023, Tokyo, Japan, July 3–7, 2023, Proc | Vincent Aleven¹ Richard Baraniuk Emma Brunskill Scott Crossley Dora Demszky | 2023/6/29 |
On the opportunities and risks of foundation models. arXiv 2021 | arXiv preprint arXiv:2108.07258 | Rishi Bommasani Drew A Hudson Ehsan Adeli Russ Altman Simran Arora | 2021/8/16 |
Texting and tutoring: Short-term K-3 reading interventions during the pandemic | The Journal of Educational Research | Rebecca D Silverman Kristin Keane Hsiaolin Hsieh Emily Southerton Renee C Scott | 2023/9/3 |
Model-based offline reinforcement learning with local misspecification | Proceedings of the AAAI Conference on Artificial Intelligence | Kefan Dong Yannis Flet-Berliac Allen Nie Emma Brunskill | 2023/6/26 |
Co-Authors
