Assessing the Impact of Context Inference Error and Partial Observability on RL Methods for Just-In-Time Adaptive Interventions. - Karine Karine; Predrag V. Klasnja; Susan A. Murphy; Benjamin M. Marlin (UAI, 2023)

StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention. - Karine Karine; Benjamin M. Marlin (CoRR, 2024)

BOTS: Batch Bayesian Optimization of Extended Thompson Sampling for Severely Episode-Limited RL Settings. - Karine Karine; Susan A. Murphy; Benjamin M. Marlin (CoRR, 2024)

Combining LLM decision and RL action selection to improve RL policy for adaptive interventions. - Karine Karine; Benjamin M. Marlin (CoRR, 2025)

Enhancing Adaptive Behavioral Interventions with LLM Inference from Participant-Described States. - Karine Karine; Benjamin M. Marlin (CoRR, 2025)