andy0124
neurips-2021-the-nethack-challenge

Repository

.
├── aicrowd.json                  # Submission meta information - add tags for tracks here
├── apt.txt                       # Packages to be installed inside submission environment
├── requirements.txt              # Python packages to be installed with pip
├── rollout.py                    # This will run rollouts on a batched agent
├── test_submission.py            # Run this on your machine to get an estimated score
├── run.sh                        # Submission entrypoint
├── utilities                     # Helper scripts for setting up and submission
│   └── submit.sh                 # script for easy submission of your code
├── envs                          # Operations on the env like batching and wrappers
│   ├── batched_env.py            # Batching for multiple envs
│   └── wrappers.py   	          # Add wrappers to your env here
├── agents                        # Baseline agents for submission
│   ├── batched_agent.py          # Abstraction reference batched agents
│   ├── random_batched_agent.py	  # Batched agent that returns random actions
│   ├── rllib_batched_agent.py	  # Batched agent that runs with the rllib baseline
│   └── torchbeast_agent.py       # Batched agent that runs with the torchbeast baseline
├── nethack_baselines             # Baseline agents for submission
│    ├── other_examples
│    │   └── random_rollouts.py   # Barebones random agent with no batching
│    ├── rllib	                  # Baseline agent trained with rllib
│    └── torchbeast               # Baseline agent trained with IMPALA on Pytorch
└── notebooks
    └── NetHackTutorial.ipynb     # Tutorial on the Nethack Learning Environment

{
  "challenge_id": "neurips-2021-the-nethack-challenge",
  "authors": ["your-aicrowd-username"],
  "description": "(optional) description about your awesome agent",
  "gpu": true
}
git clone git@gitlab.aicrowd.com:nethack/neurips-2021-the-nethack-challenge.git
brew install cmake
# Python and most build deps
sudo apt-get install -y build-essential autoconf libtool pkg-config \
    python3-dev python3-pip python3-numpy git flex bison libbz2-dev

# recent cmake version
wget -O - https://apt.kitware.com/keys/kitware-archive-latest.asc 2>/dev/null | sudo apt-key add -
sudo apt-add-repository 'deb https://apt.kitware.com/ubuntu/ bionic main'
sudo apt-get update && apt-get --allow-unauthenticated install -y \
    cmake \
    kitware-archive-keyring
# Optional: Create a conda env
conda create -n nle_challenge python=3.8 'cmake>=3.15'
conda activate nle_challenge
pip install -r requirements.txt