Anna L. Trella

12 papers A* 2Journal 10
YearRankTypeTitle / Venue / Authors
2025 A* conf
A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial.
AAAI
Anna L. Trella, Kelly W. Zhang, Hinal Jajal, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
2025 J jnl
Reproducible workflow for online AI in digital health.
CoRR
Susobhan Ghosh, Bhanu T. Gulapalli, Daiqi Gao, Asim H. Gazi, Anna L. Trella, Ziping Xu, Kelly W. Zhang, Susan A. Murphy
2024 J jnl
A Deployed Online Reinforcement Learning Algorithm In An Oral Health Clinical Trial.
CoRR
Anna L. Trella, Kelly W. Zhang, Hinal Jajal, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
2024 J jnl
Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation.
CoRR
Anna L. Trella, Susobhan Ghosh, Erin E. Bonar, Lara N. Coughlin, Finale Doshi-Velez, Yongyi Guo, Pei-Yao Hung, Inbal Nahum-Shani, Vivek Shetty, Maureen A. Walton, Iris Yan, Kelly W. Zhang, Susan A. Murphy
2024 J jnl
Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials.
CoRR
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez, Susan A. Murphy
2024 J jnl
Non-Stationary Latent Auto-Regressive Bandits.
CoRR
Anna L. Trella, Walter H. Dempsey, Finale Doshi-Velez, Susan A. Murphy
2024 J jnl
Oralytics Reinforcement Learning Algorithm.
CoRR
Anna L. Trella, Kelly W. Zhang, Stephanie Marita Carpenter, David Elashoff, Zara M. Greer, Inbal Nahum-Shani, Dennis Ruenger, Vivek Shetty, Susan A. Murphy
2023 A* conf
Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care.
AAAI
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
2022 J jnl
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines.
Algorithms
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
2022 J jnl
Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines.
CoRR
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
2022 J jnl
Reward Design For An Online Reinforcement Learning Algorithm Supporting Oral Self-Care.
CoRR
Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy
2021 J jnl
Discrepancies in Epidemiological Modeling of Aggregated Heterogeneous Data.
CoRR
Anna L. Trella, Peniel N. Argaw, Michelle M. Li, James A. Hay