Susan A. Murphy

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

DBLP profile ↗ORCID search ↗

Venues

AISTATS ×3 AAAI ×1 AAMAS ×1 IJCAI ×1

Frequent coauthors

Inbal Nahum-Shani

×2

Finale Doshi-Velez

×2

Yongyi Guo

×2

Anna L. Trella

×1

Kelly W. Zhang

×1

Hinal Jajal

×1

Vivek Shetty

×1

Daiqi Gao

×1

Hsin-Yu Lai

×1

Predrag Klasnja

×1

Kyra Gan

×1

Esmaeil Keyvanshokooh

×1

Papers

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial
AAAI 2025 ·
Anna L. Trella
,
Kelly W. Zhang
,
Hinal Jajal
,
Inbal Nahum-Shani
,
Vivek Shetty
,
Finale Doshi-Velez
, Susan A. Murphy
Harnessing Causality in Reinforcement Learning with Bagged Decision Times
AISTATS 2025 ·
Daiqi Gao
,
Hsin-Yu Lai
,
Predrag Klasnja
, Susan A. Murphy
Contextual Bandits with Budgeted Information Reveal
AISTATS 2024 ·
Kyra Gan
,
Esmaeil Keyvanshokooh
,
Xueqing Liu
, Susan A. Murphy
Online learning in bandits with predicted context
AISTATS 2024 ·
Yongyi Guo
,
Ziping Xu
, Susan A. Murphy
ReBandit: Random Effects Based Online RL Algorithm for Reducing Cannabis Use
IJCAI 2024 ·
Susobhan Ghosh
,
Yongyi Guo
,
Pei-Yao Hung
,
Lara N. Coughlin
,
Erin E. Bonar
,
Inbal Nahum-Shani
,
Maureen A. Walton
, Susan A. Murphy
Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks
AAMAS 2024 ·
Eura Nofshin
,
Siddharth Swaroop
,
Weiwei Pan
, Susan A. Murphy,
Finale Doshi-Velez