asym-porl

Asymmetric methods for partially observable reinforcement learning

Installation

It is advised that you create an environment specifically for this code. This repository depends on some of my other repositories that provide supporting functionalities. It is advised to install these in the following order:

• https://github.com/abaisero/rl-parsers
• https://github.com/abaisero/one-to-one
• https://github.com/abaisero/gym-pomdps
• https://github.com/abaisero/gym-gridverse

It is advised to install these in edit mode, to accomodate the ability to more easily pull changes from the remote repositories. For example, run the following commands to install the rl-parsers code,

cd /location/of/choice
git clone git@github.com:abaisero/rl-parsers.git
cd rl-parsers
python -m pip install -e .

Repeat the above for all four prerequisite repositories. Finally, move back to the location of this repository, and install the packages in requirements.txt.

cd /location/of/this/repo
python -m pip install -r requirements.txt

As a quick check that everything was installed correctly, run main.py.

python main.py