Statistical Reinforcement Learning group

HeartstepsV1Code

HeartSteps pilot data analysis

intelligent_pooling

Relevant code for the RL for real life workshop.

oralytics_algorithm_design

This repository contains code for running simulations to make design decisions for the Oralytics RL algorithm.

oralytics_reward_design

Code for "Reward Design For An Online Reinforcement Learning Algorithm For Supporting Oral Self-Care” Paper

pcs-for-rl

Code for "Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines" Paper

Roadmap2.0Testbed

This repository contains a dataset used in a simulation testbed constructed based on data from a Roadmap 2.0 study.

SARA-Version1

SARA (Substance Abuse Research Assistant)

SARAv2

SARA V2

Stat-ML-CDT-2023

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

TableOfContents

Table of contents

StatisticalReinforcementLearningLab/HeartstepsV1Code

HeartSteps pilot data analysis

StatisticalReinforcementLearningLab/Stat-ML-CDT-2023

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

StatisticalReinforcementLearningLab/SARAv2

SARA V2

StatisticalReinforcementLearningLab/oralytics_algorithm_design

This repository contains code for running simulations to make design decisions for the Oralytics RL algorithm.

StatisticalReinforcementLearningLab/intelligent_pooling

Relevant code for the RL for real life workshop.

StatisticalReinforcementLearningLab/oralytics_reward_design

Code for "Reward Design For An Online Reinforcement Learning Algorithm For Supporting Oral Self-Care” Paper

StatisticalReinforcementLearningLab/pcs-for-rl

Code for "Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines" Paper

StatisticalReinforcementLearningLab/DyadicRLCode

This repository contains the code to reproduce the numerical results in the paper "Dyadic Reinforcement Learning".

StatisticalReinforcementLearningLab/miwaves_rl_service

MiWaves RL service backend code

StatisticalReinforcementLearningLab/pooling_rl

StatisticalReinforcementLearningLab/Roadmap2.0Testbed

This repository contains a dataset used in a simulation testbed constructed based on data from a Roadmap 2.0 study.

StatisticalReinforcementLearningLab/SARA-Version1

SARA (Substance Abuse Research Assistant)

StatisticalReinforcementLearningLab/Bagged-Decision-Times

Code for the paper "Harnessing Causality in Reinforcement Learning With Bagged Decision Times".

StatisticalReinforcementLearningLab/HeartSteps-V2-microservices

StatisticalReinforcementLearningLab/mDOT_toolbox

StatisticalReinforcementLearningLab/Oralytics-RL-Service

Backend service for the RL Algorithm for Oralytics. Dependency API calls and configuration values are not present for privacy.

StatisticalReinforcementLearningLab/ReferenceMaterials

Template to organize a lab github project

StatisticalReinforcementLearningLab/TableOfContents

Table of contents

StatisticalReinforcementLearningLab/working_pool

StatisticalReinforcementLearningLab/BanditIsaac

StatisticalReinforcementLearningLab/fas-cluster-tutorial

This is meant to put all the tutorials about the cluster together

StatisticalReinforcementLearningLab/HeartStepsV2-Data-Analysis

Second round of heart steps.

StatisticalReinforcementLearningLab/Online-Learning-in-Bandits-with-Predicted-Context

This is the code for the paper "Online Learning in Bandits with Predicted Context"

StatisticalReinforcementLearningLab/oralytics-post-deployment-analysis

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.

StatisticalReinforcementLearningLab/oralytics_pilot_data

Data from the pilot phase of the Oralytics study. This data was collected and maintained by the RL service for the RL algorithm.

StatisticalReinforcementLearningLab/OralyticsSampleSize

Code for Oralytics Sample Size Calculation

StatisticalReinforcementLearningLab/S2S_primary_analysis

Sense2Stop Primary Analysis

StatisticalReinforcementLearningLab/SARA-primary-analysis

This repository contains code for performing curation and analysis of SARA Micro-Randomized Trial data and documentation.

StatisticalReinforcementLearningLab/Tinnitus