A homework assignment in deep reinforcement learning based on the Habitat platform.
Run it on Colab at this link. No installation is required for Colab.
You can also run the homework locally using Jupyter Notebook. First, complete the following installation steps:
- Requires Python >= 3.7
- Install Habitat Sim:
conda install -y habitat-sim withbullet -c conda-forge -c aihabitat-nightly
- Install Habitat Lab
pip install git+https://github.com/facebookresearch/habitat-lab
- Install PyTorch
pip install torch>=1.3.1
- Install Jupyter Notebook
conda install -c conda-forge notebook
Work on the homework locally by filling out the cells inhomework.ipynb
.
In Colab, if the import block below fails due to an error like "'PIL.TiffTags' has no attribute 'IFD'", then restart the Colab runtime instance and rerun this cell and the previous cell.