RoMA: Robust Model Adaptation for Offline Model-based Optimization
Implementation of RoMA: Robust Model Adaptation for Offline Model-based Optimization (NeurIPS 2021).
Setup
conda create -n roma python=3.7
conda activate roma
pip install -r requirement.txt
Run experiments
python run.py --task [TASK]
where available tasks are TASKS=[ant, superconductor, dkitty, hopper, gfp, molecule].
Citation
@inproceedings{
yu2021roma,
title={RoMA: Robust Model Adaptation for Offline Model-based Optimization},
author={Yu, Sihyun and Ahn, Sungsoo and Song, Le and Shin, Jinwoo},
booktitle={Advances in Neural Information Processing Systems},
year={2021},
}
