conftrace_

treatment policy

4 papers

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Co-occurring keywords

offline reinforcement learning (492) causal inference (1630) clinical decision making (14) counterfactual analysis (29) policy intervention (6) medical decision making (7) individualized treatment (3) continuous-time planning (1) blood glucose (1) precision medicine (21)

Papers

Continuous-Time Decision Transformer for Healthcare Applications AISTATS 2023

Causal Modeling of Policy Interventions From Treatment-Outcome Sequences ICML 2023

Learning to search efficiently for causally near-optimal treatments NIPS 2020

Representation Learning for Integrating Multi-domain Outcomes to Optimize Individualized Treatment NIPS 2020