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---
license: mit
task_categories:
- reinforcement-learning
---
# DMControl 1M
This repository contains the [DMControl](https://arxiv.org/abs/1801.00690) datasets as used in [Learning to Modulate Pre-trained Models in RL](https://arxiv.org/abs/2306.14884):
- Trajectories for every task are stored as separate `.npz` files.
- Every `.npz` file contains 1M transitions.
Download the dataset using the `huggingface-cli`:
```
huggingface-cli download ml-jku/dm_control --local-dir=./dm_control --repo-type dataset
```
For dataloading we refer to our Github repository: https://github.com/ml-jku/L2M
Citation:
```
@article{schmied2024learning,
title={Learning to Modulate pre-trained Models in RL},
author={Schmied, Thomas and Hofmarcher, Markus and Paischer, Fabian and Pascanu, Razvan and Hochreiter, Sepp},
journal={Advances in Neural Information Processing Systems},
volume={36},
year={2024}
}
``` |