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treatment policy

6 papers

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Co-occurring keywords · papers mentioning both

offline reinforcement learning (2) causal inference (2) clinical decision-making (1) counterfactual analysis (1) policy intervention (1) medical decision making (1) individualized treatment (1) continuous-time planning (1) blood glucose (1) human-in-the-loop evaluation (1)

Papers

Towards Regulatory-Confirmed Adaptive Clinical Trials: Machine Learning Opportunities and Solutions AISTATS 2025 Reward Design for Justifiable Sequential Decision-Making ICLR 2024 Causal Modeling of Policy Interventions From Treatment-Outcome Sequences ICML 2023 Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023 Learning to search efficiently for causally near-optimal treatments NeurIPS 2020 Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment NeurIPS 2020