ReCCoVER: Recognizing Causal Confusion for Explainable Reinforcement Learning

Code accompanying our paper ReCCoVER: Detecting Causal Confusion for Explainable RL.

Installation

Necessary packages can be installed directly from the requirements.txt file:

pip install -r requirements.txt

Running the code

ReCCoVER has been evaluated in two environments: OpenAI taxi environment and Minigrid traffic environment.

To train and evaluate ReCCoVER in the taxi environment:

python main.py --task taxi --train

To train and evaluate ReCCoVER in the minigrid traffic environment:

python main.py --task traffic --train