dynamic treatment regime

Asymptotic Inference for Multi-Stage Stationary Treatment Policy with Variable Selection JMLR 2025 SAFER: A Calibrated Risk-Aware Multimodal Recommendation Model for Dynamic Treatment Regimes ICML 2025 Causal Inference in the Closed-Loop: Marginal Structural Models for Sequential Excursion Effects NeurIPS 2024 EpiCare: A Reinforcement Learning Benchmark for Dynamic Treatment Regimes NeurIPS 2024 Position: Reinforcement Learning in Dynamic Treatment Regimes Needs Critical Reexamination ICML 2024 Stage-Aware Learning for Dynamic Treatments JMLR 2024 Optimizing Pessimism in Dynamic Treatment Regimes: A Bayesian Learning Approach AISTATS 2023 Semi-Supervised Off-Policy Reinforcement Learning and Value Estimation for Dynamic Treatment Regimes JMLR 2023 Empirical Gateaux Derivatives for Causal Inference NeurIPS 2022 Learning Optimal Dynamic Treatment Regimes Using Causal Tree Methods in Medicine MLHC 2022 Designing Optimal Dynamic Treatment Regimes: A Causal Reinforcement Learning Approach ICML 2020 General Identification of Dynamic Treatment Regimes Under Interference AISTATS 2020 Gradient Regularized V-Learning for Dynamic Treatment Regimes NeurIPS 2020 Near-Optimal Reinforcement Learning in Dynamic Treatment Regimes NeurIPS 2019