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@StatisticalReinforcementLearningLab Statistical Reinforcement Learning group

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    32 repositories

    • SARAv2

      Public
      SARA V2
      TypeScript
      •
      BSD 3-Clause "New" or "Revised" License
      •2•5•67•31•Updated Sep 28, 2025Sep 28, 2025

    • Bagged-Decision-Times

      Public
      Code for the paper "Harnessing Causality in Reinforcement Learning With Bagged Decision Times".
      Python
      •0•0•0•0•Updated May 6, 2025May 6, 2025

    • Oralytics_V2

      Public
      Oralytics RL architecture for the RCT trial
      0•0•0•0•Updated Mar 10, 2025Mar 10, 2025

    • ADAPTS-HCT-AIME

      Public
      This repository provide code and supplementary materials for the submission to AIME 2025
      Python
      •0•0•0•0•Updated Feb 4, 2025Feb 4, 2025

    • JustIn_RL_API

      Public
      Python
      •0•1•4•0•Updated Jan 7, 2025Jan 7, 2025

    • oralytics-post-deployment-analysis

      Public
      Code for a re-sampling analysis of the RL algorithm deployed in the MRT (phase 1) of the Oralytics trial. The re-sampling analysis re-evaluates algorithm design decision made for phase 1.
      Jupyter Notebook
      •
      GNU General Public License v3.0
      •1•1•0•0•Updated Dec 18, 2024Dec 18, 2024

    • Online-Learning-in-Bandits-with-Predicted-Context

      Public
      This is the code for the paper "Online Learning in Bandits with Predicted Context"
      Jupyter Notebook
      •0•0•0•0•Updated Dec 8, 2024Dec 8, 2024

    • oralytics_algorithm_design

      Public
      This repository contains code for running simulations to make design decisions for the Oralytics RL algorithm.
      Python
      •
      GNU General Public License v3.0
      •0•5•0•0•Updated Jun 27, 2024Jun 27, 2024

    • oralytics_pilot_data

      Public
      Data from the pilot phase of the Oralytics study. This data was collected and maintained by the RL service for the RL algorithm.
      GNU General Public License v3.0
      •0•1•0•0•Updated Jun 21, 2024Jun 21, 2024

    • miwaves_rl_service

      Public
      MiWaves RL service backend code
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •2•2•0•0•Updated Apr 27, 2024Apr 27, 2024

    • OralyticsSampleSize

      Public
      Code for Oralytics Sample Size Calculation
      R
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Dec 3, 2023Dec 3, 2023

    • Oralytics-RL-Service

      Public
      Backend service for the RL Algorithm for Oralytics. Dependency API calls and configuration values are not present for privacy.
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 4, 2023Nov 4, 2023

    • Roadmap2.0Testbed

      Public
      This repository contains a dataset used in a simulation testbed constructed based on data from a Roadmap 2.0 study.
      0•1•0•0•Updated Sep 19, 2023Sep 19, 2023

    • DyadicRLCode

      Public
      This repository contains the code to reproduce the numerical results in the paper "Dyadic Reinforcement Learning".
      Python
      •1•0•0•0•Updated Sep 19, 2023Sep 19, 2023

    • Stat-ML-CDT-2023

      Public
      This repo contains the content for the RL course at the one-week StatML CDT Summer School 2023 by Raaz Dwivedi, Susan Murphy & Kelly Zhang
      Jupyter Notebook
      •4•8•0•0•Updated Jul 26, 2023Jul 26, 2023

    • HeartSteps-V2-microservices

      Public
      R
      •0•0•0•5•Updated Feb 2, 2023Feb 2, 2023

    • SARA-Version1

      Public
      SARA (Substance Abuse Research Assistant)
      research-projectdata-collectionmhealthengagementmobile-health
      JavaScript
      •
      MIT License
      •0•1•0•4•Updated Dec 7, 2022Dec 7, 2022

    • oralytics_reward_design

      Public
      Code for "Reward Design For An Online Reinforcement Learning Algorithm For Supporting Oral Self-Care” Paper
      Python
      •
      GNU General Public License v3.0
      •0•3•0•0•Updated Oct 10, 2022Oct 10, 2022

    • pcs-for-rl

      Public
      Code for "Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines" Paper
      Python
      •
      GNU General Public License v3.0
      •0•2•0•0•Updated Oct 10, 2022Oct 10, 2022

    • mDOT_toolbox

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Aug 11, 2022Aug 11, 2022

    • fas-cluster-tutorial

      Public
      This is meant to put all the tutorials about the cluster together
      Python
      •0•0•0•0•Updated Dec 16, 2021Dec 16, 2021

    • TableOfContents

      Public
      Table of contents
      0•0•0•0•Updated Apr 22, 2021Apr 22, 2021

    • S2S_primary_analysis

      Public
      Sense2Stop Primary Analysis
      Python
      •1•0•0•0•Updated Mar 9, 2021Mar 9, 2021

    • Tinnitus

      Public
      0•0•0•0•Updated Mar 7, 2020Mar 7, 2020

    • working_pool

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Dec 20, 2019Dec 20, 2019

    • HeartstepsV1Code

      Public
      HeartSteps pilot data analysis
      R
      •1•11•1•0•Updated Oct 28, 2019Oct 28, 2019

    • SARA-primary-analysis

      Public
      This repository contains code for performing curation and analysis of SARA Micro-Randomized Trial data and documentation.
      R
      •
      GNU Affero General Public License v3.0
      •2•0•0•0•Updated Sep 13, 2019Sep 13, 2019

    • pooling_rl

      Public
      Jupyter Notebook
      •0•1•0•0•Updated Jul 22, 2019Jul 22, 2019

    • intelligent_pooling

      Public
      Relevant code for the RL for real life workshop.
      Python
      •1•3•1•0•Updated Jun 19, 2019Jun 19, 2019

    • ReferenceMaterials

      Public
      Template to organize a lab github project
      Python
      •1•0•0•0•Updated Nov 5, 2018Nov 5, 2018