Wang Lab

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1. T-RL T-RL Public

   Tree-based reinforcement learning for estimating optimal dynamic treatment regimes

   R 4

2. MOTRL MOTRL Public

   A multi-Objective tree-based reinforcement learning (MOTRL) algorithm for estimating optimal and tolerant DTRs for multiple objectives.

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3. Restricted-TRL Restricted-TRL Public

   Restricted Tree-based Reinforcement Learning Simulation

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4. clusterQ clusterQ Public

   A clustered Q-learning algorithm with M-out-of-N cluster bootstrap for making inference on tailoring variables for optimal dynamic treatment regimes (DTR) from clustered sequential multiple assignm…

   R 1

5. AIPWKPEE AIPWKPEE Public

   A class of augmented inverse probability weighted (AIPW) kernel-profile estimating equations

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