An D3QN agent trying to forage for berries

(python-3 is required)

Install requirements by:

pip install -r requirements.txt

One needs to install the gym enviromment "berry-field" by

pip install -e berry-field

The library essential is DRLagents and can be downloaded from https://github.com/DibyojyotiS/DRLagents. And installed by the following command after unzipping the DRLagents repo.

pip install -e DRLagents

To run the experiment, cd into DDQN-way , open terminal and run the file "train.py". Use python3.

Note:

1. You should also install ffmpeg if not already available.

   conda install -c conda-forge ffmpeg