Gym Novel Gridworlds

Gym Novel Gridworlds are environments for OpenAI Gym.

Installation

git clone https://github.com/gtatiya/gym-novel-gridworlds.git
cd gym-novel-gridworlds
pip install -e .

If you prefer, you can install directly from PyPI:

pip install gym-novel-gridworlds

Development Environment

Python 3.7.4 and following packages were used for development:

Python Packages

pip install gym==0.17.2
pip install keyboard==0.13.4
pip install matplotlib==3.1.2
pip install numpy==1.16.5
pip install stable_baselines=2.10.0
pip install tensorflow-gpu==1.14.0

Running

import gym
import gym_novel_gridworlds

env = gym.make('NovelGridworld-v0')

done = False
while not done:
        env.render()
        action = env.action_space.sample()
        obs, reward, done, info = env.step(action)

env.close()

Enjoy a Trained Agent

If the trained agent exists, then you can see it in action using:

python enjoy.py -env <env id> -episodes <number of episodes>

For example, enjoy PPO2 on NovelGridworld-v0 during 10 episodes:

python enjoy.py -env NovelGridworld-v0 -episodes 10

Play it yourself

Play the game using keyboard interface

cd tests
python keyboard_interface.py

Environments

NovelGridworld-v0	NovelGridworld-v1
NovelGridworld-v2	NovelGridworld-v3
NovelGridworld-v4	NovelGridworld-v5