Anna L. Trella

According to our database, Anna L. Trella authored at least 9 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Reproducible workflow for online AI in digital health.

Susobhan Ghosh, Bhanu T. Gulapalli, Daiqi Gao, Asim H. Gazi, Anna L. Trella, Ziping Xu, Kelly W. Zhang, Susan A. Murphy

CoRR, September, 2025

A Deployed Online Reinforcement Learning Algorithm in an Oral Health Clinical Trial.

Anna L. Trella, Kelly W. Zhang, Hinal Jajal, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Effective Monitoring of Online Decision-Making Algorithms in Digital Intervention Implementation.

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

CoRR, 2024

Oralytics Reinforcement Learning Algorithm.

Anna L. Trella, Kelly W. Zhang, Stephanie Marita Carpenter, David Elashoff, Zara M. Greer, Inbal Nahum-Shani, Dennis Ruenger, Vivek Shetty, Susan A. Murphy

CoRR, 2024

Monitoring Fidelity of Online Reinforcement Learning Algorithms in Clinical Trials.

Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Iris Yan, Finale Doshi-Velez, Susan A. Murphy

CoRR, 2024

Non-Stationary Latent Auto-Regressive Bandits.

Anna L. Trella, Walter H. Dempsey, Finale Doshi-Velez, Susan A. Murphy

CoRR, 2024

2023

Reward Design for an Online Reinforcement Learning Algorithm Supporting Oral Self-Care.

Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines.

Anna L. Trella, Kelly W. Zhang, Inbal Nahum-Shani, Vivek Shetty, Finale Doshi-Velez, Susan A. Murphy

Algorithms, 2022

2021

Discrepancies in Epidemiological Modeling of Aggregated Heterogeneous Data.

Anna L. Trella, Peniel N. Argaw, Michelle M. Li, James A. Hay

CoRR, 2021