Gym Novel Gridworlds are environments for OpenAI Gym
Project description
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 |
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