ExOSITO: Explainable Off-Policy Learning with Side Information for Intensive Care Unit Blood Test OrdersACM Conference on Health, Inference, and Learning (CHIL), 2025 |
Evaluation-Time Policy Switching for Offline Reinforcement LearningAdaptive Agents and Multi-Agent Systems (AAMAS), 2025 |
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced DatasetInternational Conference on Learning Representations (ICLR), 2025 |
Offline Inverse Constrained Reinforcement Learning for Safe-Critical
Decision Making in HealthcareIEEE Transactions on Artificial Intelligence (IEEE TAI), 2024 |
Personalization for Web-based Services using Offline Reinforcement
LearningMachine-mediated learning (ML), 2021 |