# Burning RED: Unlocking Subtask-Driven Reinforcement Learning and Risk-Awareness in Average-Reward Markov Decision Processes

## Requirements

To install requirements:

```setup
pip install -r requirements.txt
```

## Results

To train the agents and reproduce the results in the paper, run the cells in the BurningRED.ipynb notebook. An html file
with cell outputs that match our paper's results is provided for reference (BurningRED.html).
