Emma Brunskill
发表
Alessandro Lazaric,
Michal Valko,
Yun-En Liu,
2016,
NIPS 2016.
Philip S. Thomas,
Emma Brunskill,
Shayan Doroudi,
2017,
UAI.
Emma Brunskill,
Yao Liu,
Adith Swaminathan,
2019,
UAI 2019.
James A. Landay,
Sherry Ruan,
Emma Brunskill,
2019,
L@S.
Nicholas Roy,
Lihong Li,
Michael L. Littman,
2008,
UAI.
Emma Brunskill,
Hongseok Namkoong,
Steve Yadlowsky,
2020,
NeurIPS.
Emma Brunskill,
Karan Goel,
Tong Mu,
2019,
AAMAS.
Zoran Popovic,
Yun-En Liu,
Emma Brunskill,
2014,
CHI.
Alessandro Lazaric,
Emma Brunskill,
Mohammad Gheshlaghi Azar,
2013,
NIPS.
Thomas L. Griffiths,
Patrick Shafto,
Anna N. Rafferty,
2016,
Cogn. Sci..
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2018,
NeurIPS.
Michael S. Bernstein,
Emma Brunskill,
Karan Goel,
2018,
UIST.
Yao Liu,
Emma Brunskill,
Zhaohan Guo,
2016,
AAMAS.
Eric Horvitz,
Emma Brunskill,
Shayan Doroudi,
2016,
CHI.
Emma Brunskill,
Min Hyung Lee,
Joe Runde,
2015,
L@S.
Ramayya Krishnan,
Siyuan Liu,
Lionel M. Ni,
2013,
PAKDD.
Lihong Li,
Wei Wei,
Christoph Dann,
2018,
ICML.
James A. Landay,
Sherry Ruan,
Emma Brunskill,
2019,
CHI.
Philip S. Thomas,
Christoph Dann,
Emma Brunskill,
2017,
ArXiv.
Nicholas Roy,
Emma Brunskill,
Ruijie He,
2010,
AAAI.
Emma Brunskill,
Adith Swaminathan,
Alekh Agarwal,
2020,
NeurIPS.
Interpretable Off-Policy Evaluation in Reinforcement Learning by Highlighting Influential Transitions
pdf
Yao Liu,
Emma Brunskill,
Joseph Futoma,
2020,
ICML.
Nicholas Roy,
Emma Brunskill,
Ruijie He,
2014,
J. Artif. Intell. Res..
Zoran Popovic,
Yun-En Liu,
Emma Brunskill,
2014,
EDM.
Emma Brunskill,
Ramtin Keramati,
Jay Whang,
2018,
ArXiv.
Tor Lattimore,
Christoph Dann,
Emma Brunskill,
2017,
NIPS.
Shuhan Wang,
Emma Brunskill,
Tong Mu,
2018,
L@S.
Emma Brunskill,
Emma Brunskill,
E. Brunskill,
2007,
AAAI.
Ryan Shaun Joazeiro de Baker,
Kenneth R. Koedinger,
John C. Stamper,
2013,
AI Mag..
Emma Brunskill,
E. Brunskill,
2012,
AAMAS.
Philip S. Thomas,
Emma Brunskill,
P. Thomas,
2016,
ICML.
Philip S. Thomas,
Emma Brunskill,
Zhaohan Daniel Guo,
2017,
ArXiv.
Alessandro Lazaric,
Emma Brunskill,
Mohammad Gheshlaghi Azar,
2014,
ArXiv.
Emma Brunskill,
Neal Lesh,
Neal Lesh,
2010,
AAAI Spring Symposium: Artificial Intelligence for Development.
Emma Brunskill,
Emma Brunskill,
E. Brunskill,
2009
.
Yao Liu,
Emma Brunskill,
Pierre-Luc Bacon,
2020,
ICML.
Emma Brunskill,
Ramtin Keramati,
Emma Brunskill,
2019,
UMAP.
Zoran Popovic,
Yun-En Liu,
Emma Brunskill,
2015,
AAAI.
Nicholas Roy,
Emma Brunskill,
Thomas Kollar,
2007,
2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.
Nicholas Roy,
Finale Doshi-Velez,
Emma Brunskill,
2007,
2007 IEEE/RSJ International Conference on Intelligent Robots and Systems.
Aniket Kittur,
Qi Guo,
Jeffrey P. Bigham,
2016,
IJCAI.
Yao Liu,
Emma Brunskill,
Adith Swaminathan,
2019,
UAI.
David R. Karger,
Robert Tappan Morris,
Hari Balakrishnan,
2001,
Proceedings Eighth Workshop on Hot Topics in Operating Systems.
When Simple Exploration is Sample Efficient: Identifying Sufficient Conditions for Random Exploration to Yield PAC RL Algorithms
pdf
Yao Liu,
Emma Brunskill,
Yao Liu,
2018,
ArXiv.
Peter Henderson,
Joelle Pineau,
Emma Brunskill,
2020,
ArXiv.
Kenneth R. Koedinger,
Jodi Forlizzi,
Kishan Patel,
2016,
CHI.
Michael Yudelson,
Emma Brunskill,
2012,
EDM.
Alessandro Lazaric,
Emma Brunskill,
Matteo Pirotta,
2017,
NIPS.
Nicholas Roy,
Yuan Wei,
Emma Brunskill,
2009,
2009 IEEE International Conference on Robotics and Automation.
Distilling Information from a Flood: A Possibility for the Use of Meta-Analysis and Systematic Review in Machine Learning Research
pdf
Peter Henderson,
Emma Brunskill,
2018,
ArXiv.
Joelle Pineau,
Peter Henderson,
Emma Brunskill,
2019,
ICML 2019.
Emma Brunskill,
Tong Mu,
Andrea Jetten,
2020,
EDM.
Policy Gradient Methods for Reinforcement Learning with Function Approximation and Action-Dependent Baselines
pdf
Philip S. Thomas,
Emma Brunskill,
P. Thomas,
2017,
ArXiv.
Lihong Li,
Emma Brunskill,
Lihong Li,
2015
.
Vincent Aleven,
Emma Brunskill,
Shayan Doroudi,
2019,
International Journal of Artificial Intelligence in Education.
Bruno Castro da Silva,
Philip S. Thomas,
Christoph Dann,
2016,
ICML.
Emma Brunskill,
Zhaohan Daniel Guo,
Z. Guo,
2019,
ArXiv.
Emma Brunskill,
Ramtin Keramati,
Jay Whang,
2018
.
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2018,
ArXiv.
Zoran Popovic,
Yun-En Liu,
Emma Brunskill,
2017,
AAAI.
Lihong Li,
Emma Brunskill,
Lihong Li,
2013,
UAI.
Zoran Popovic,
Yun-En Liu,
Emma Brunskill,
2016,
AAAI.
Emma Brunskill,
Adith Swaminathan,
Alekh Agarwal,
2020,
ArXiv.
Kamyar Azizzadenesheli,
Anima Anandkumar,
Emma Brunskill,
2018,
ArXiv.
Emma Brunskill,
Kuang Chen,
Jonathan Dick,
2010,
AAAI Spring Symposium: Artificial Intelligence for Development.
Christopher Amato,
Emma Brunskill,
2012,
NIPS 2012.
Lihong Li,
Emma Brunskill,
Lihong Li,
2014,
ICML.
Philip S. Thomas,
Emma Brunskill,
Zhaohan Guo,
2017,
NIPS.
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2019,
ICML.
Philip S. Thomas,
Christoph Dann,
Emma Brunskill,
2018,
ICML.
Emma Brunskill,
Shayan Doroudi,
Shayan Doroudi,
2017,
EDM.
Sherry Ruan,
Emma Brunskill,
Dan Schwartz,
2018,
L@S.
Tor Lattimore,
Christoph Dann,
Emma Brunskill,
2017,
ArXiv.
Emma Brunskill,
Shayan Doroudi,
Emma Brunskill,
2019,
LAK.
Thomas L. Griffiths,
Patrick Shafto,
Anna N. Rafferty,
2011,
AIED.
Albert S. Huang,
Matthew R. Walter,
Seth J. Teller,
2017,
ArXiv.
Weitang Liu,
Kamyar Azizzadenesheli,
Emma Brunskill,
2018,
1806.05780.
Christoph Dann,
Emma Brunskill,
Christoph Dann,
2015,
NIPS.
Yuriy Brun,
Ari Kobren,
Philip S. Thomas,
2019,
NeurIPS.
Lihong Li,
Emma Brunskill,
Lihong Li,
2015,
ArXiv.
Philip S. Thomas,
Emma Brunskill,
P. Thomas,
2016,
AAAI.
Emma Brunskill,
Brian DeRenzi,
Joshua Evan Blumenstock,
2013,
ICTD '13.
Ramayya Krishnan,
Rosaldo J. F. Rossetti,
Siyuan Liu,
2013,
2013 IEEE 14th International Conference on Mobile Data Management.
Nicholas Roy,
Lihong Li,
Michael L. Littman,
2009,
J. Mach. Learn. Res..
Emma Brunskill,
Leah Findlater,
Sunil Garg,
2010
.
Alessandro Lazaric,
Emma Brunskill,
Mohammad Gheshlaghi Azar,
2014,
ICML.
Christoph Dann,
Emma Brunskill,
Ramtin Keramati,
2020,
AAAI.
Stuart J. Russell,
Emma Brunskill,
Emma Brunskill,
2010,
UAI.
Xinkun Nie,
Emma Brunskill,
Stefan Wager,
2019,
Journal of the American Statistical Association.
Vincent Aleven,
Emma Brunskill,
Shayan Doroudi,
2016,
EDM.
Vincent Aleven,
Emma Brunskill,
Shayan Doroudi,
2016,
EDM.
Emma Brunskill,
Sukhada Palkar,
2013,
ACM DEV '13.
Mykel J. Kochenderfer,
Alessandro Lazaric,
Emma Brunskill,
2019,
NeurIPS.
Emma Brunskill,
Shayan Doroudi,
Ece Kamar,
2019,
HCOMP.
Leslie Pack Kaelbling,
Nicholas Roy,
Tomás Lozano-Pérez,
2008,
ISAIM.
Leslie Pack Kaelbling,
Nicholas Roy,
Tomás Lozano-Pérez,
2010,
Annals of Mathematics and Artificial Intelligence.
Emma Brunskill,
Joseph Rollinson,
E. Brunskill,
2015,
EDM.
Missingness as Stability: Understanding the Structure of Missingness in Longitudinal EHR data and its Impact on Reinforcement Learning in Healthcare
pdf
Emma Brunskill,
Nigam Shah,
Tony Duan,
2019,
ArXiv.
Vincent Aleven,
Emma Brunskill,
Shayan Doroudi,
2015,
EDM.
Zoran Popovic,
Yun-En Liu,
Emma Brunskill,
2016,
IJCAI.
Emma Brunskill,
Jonathan Bragg,
Jonathan Bragg,
2019,
UAI.
Li Zhou,
Emma Brunskill,
Emma Brunskill,
2016,
IJCAI.
Kamyar Azizzadenesheli,
Anima Anandkumar,
Emma Brunskill,
2018,
2018 Information Theory and Applications Workshop (ITA).
Alessandro Lazaric,
Emma Brunskill,
Mohammad Gheshlaghi Azar,
2013,
ECML/PKDD.
Emma Brunskill,
2010,
ICAPS.
Anna N. Rafferty,
Emma Brunskill,
Jodi L. Davenport,
2013,
EDM.
Vincent Aleven,
Emma Brunskill,
Shayan Doroudi,
2017,
L@S.
Stuart J. Russell,
Emma Brunskill,
Emma Brunskill,
2011,
EDM.
Mykel J. Kochenderfer,
Emma Brunskill,
Andrea Zanette,
2019,
NeurIPS.
Philip S. Thomas,
Mohammad Ghavamzadeh,
Georgios Theocharous,
2017,
AAAI.
Emma Brunskill,
Rika Antonova,
Min Hyung Lee,
2016,
L@S.
Emma Brunskill,
Jung In Lee,
Jung In Lee,
2012,
EDM.
Sashank J. Reddi,
Emma Brunskill,
Emma Brunskill,
2012,
UAI.
Joelle Pineau,
Peter Henderson,
Emma Brunskill,
2019,
International Conference on Machine Learning.
James A. Landay,
Sherry Ruan,
Emma Brunskill,
2019,
L@S.
Nicholas Roy,
Emma Brunskill,
N. Roy,
2005,
Proceedings of the 2005 IEEE International Conference on Robotics and Automation.
Emma Brunskill,
Shayan Doroudi,
Zhaohan Daniel Guo,
2016,
AISTATS.
Emma Brunskill,
Zhaohan Guo,
2015,
AAAI.
Emma Brunskill,
Zhaohan Daniel Guo,
Z. Guo,
2017,
ArXiv.
Alessandro Lazaric,
Michal Valko,
Yun-En Liu,
2017,
AISTATS.
Michael L. Littman,
Emma Brunskill,
Vukosi N. Marivate,
2014,
AAAI Workshop: Modern Artificial Intelligence for Health Analytics.
Emma Brunskill,
William Thies,
Somani Patnaik,
2009,
2009 International Conference on Information and Communication Technologies and Development (ICTD).
Emma Brunskill,
Andrea Zanette,
A. Zanette,
2018,
ICML.
Yun-En Liu,
Emma Brunskill,
Zoran Popović,
2015,
IAAI 2015.
Emma Brunskill,
2011,
EDM.
Emma Brunskill,
Andrea Zanette,
Emma Brunskill,
2019,
ICML.
Yun-En Liu,
Emma Brunskill,
Eric Butler,
2013,
EDM.
Emma Brunskill,
Karan Goel,
Karan Goel,
2018,
ICLR.
Bruno Castro da Silva,
Andrew G. Barto,
Philip S. Thomas,
2017,
ArXiv.
Dawn Zimmaro,
Candace Thille,
Emma Brunskill,
2018,
L@S.
Christoph Dann,
Emma Brunskill,
Karan Goel,
2017,
IJCAI.
Sergey Levine,
Zoran Popovic,
Yun-En Liu,
2014,
AAMAS.
Alessandro Lazaric,
Emma Brunskill,
Mykel Kochenderfer,
2020,
ICML.
Kentaro Toyama,
Indrani Medhi-Thies,
Emma Brunskill,
2011,
TCHI.
Emma Brunskill,
Percy Liang,
Panupong Pasupat,
2018
.
Emma Brunskill,
Stefan Wager,
Steve Yadlowsky,
2021,
2111.07966.
Finale Doshi-Velez,
Emma Brunskill,
Leo Anthony Celi,
2021,
CHIL.
Emma Brunskill,
Jonathan Lee,
Andrea Zanette,
2021,
NeurIPS.
David Arbour,
Georgios Theocharous,
Emma Brunskill,
2021,
AAAI.
Bruno Castro da Silva,
Scott Niekum,
Philip S. Thomas,
2021,
NeurIPS.
Michael S. Bernstein,
Jure Leskovec,
Peter Henderson,
2021,
ArXiv.
Emma Brunskill,
Chris Piech,
Allen Nie,
2021,
NeurIPS.
Emma Brunskill,
Tong Mu,
Shuhan Wang,
2021,
ITS.
Martin J. Wainwright,
Emma Brunskill,
Andrea Zanette,
2021,
NeurIPS.
Emma Brunskill,
Sharad Goel,
Alex Chohlas-Wood,
2021,
ArXiv.
James A. Landay,
Sherry Ruan,
Emma Brunskill,
2021,
IUI.
Justin Reich,
Selen Turkay,
Emma Brunskill,
2020,
Proceedings of the National Academy of Sciences.
Emma Brunskill,
Vin Sachidananda,
2017
.
Emma Brunskill,
Kristine Krug,
Andrew J Parker,
2008,
Proceedings of the Royal Society B: Biological Sciences.
Emma Brunskill,
Colin Mathers,
Gretchen A Stevens,
2012
.
Emma Brunskill,
Seth Flaxman,
Gretchen A. Stevens,
2013,
European journal of public health.
Mykel J. Kochenderfer,
Alessandro Lazaric,
Emma Brunskill,
2020,
NeurIPS.
Yao Liu,
Emma Brunskill,
Pierre-Luc Bacon,
2019,
ICML.
Emma Brunskill,
Tian Tan,
Emma Brunskill,
2018
.
Yao Liu,
Finale Doshi-Velez,
Emma Brunskill,
2020,
ICML.