Both A3C and DQL run separate environments. Both contain the relevant conda environment.yml so simply run:
conda env create -f environment.yml
In the corresponding folder
To run A3C and DQL cd to the respective directory and run:
source activate dql
python main.py
Both algorithms are evaluated using the "CartPole-v1" gym environment