StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention

This repository contains the official implementation for the paper: StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention, Karine Karine and Benjamin M. Marlin, 2024.

This paper was accepted at NeurIPS 2024 workshop on Behavioral Machine Learning.

• arXiv link: https://arxiv.org/abs/2411.00336

• paper link: https://openreview.net/forum?id=zEFQfGiUWz

• poster link: https://github.com/reml-lab/StepCountJITAI/tree/main/StepCountJITAI_poster.pdf

Examples

See the examples directory for a list of examples that can be run locally or launched in Google Colab.

For example:

• StepCountJITAI Quickstart

Citing this paper

@inproceedings{StepCountJITAI2024, 
title = {StepCountJITAI: simulation environment for RL with application to physical activity adaptive intervention},
author={Karine Karine and Benjamin M. Marlin},
booktitle = {Workshop on Behavioral Machine Learning, Advances in Neural Information Processing Systems},
year = {2024},
}