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73 lines
1.6 KiB
Markdown
73 lines
1.6 KiB
Markdown
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# How to create new environments for Gym
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* Create a new repo called gym-foo, which should also be a PIP package.
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* A good example is https://github.com/openai/gym-soccer.
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* It should have at least the following files:
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```sh
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gym-foo/
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README.md
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setup.py
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gym_foo/
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__init__.py
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envs/
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__init__.py
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foo_env.py
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foo_extrahard_env.py
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```
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* `gym-foo/setup.py` should have:
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```python
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from setuptools import setup
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setup(name='gym_foo',
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version='0.0.1',
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install_requires=['gym'] # And any other dependencies foo needs
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)
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```
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* `gym-foo/gym_foo/__init__.py` should have:
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```python
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from gym.envs.registration import register
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register(
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id='foo-v0',
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entry_point='gym_foo.envs:FooEnv',
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)
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register(
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id='foo-extrahard-v0',
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entry_point='gym_foo.envs:FooExtraHardEnv',
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)
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```
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* `gym-foo/gym_foo/envs/__init__.py` should have:
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```python
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from gym_foo.envs.foo_env import FooEnv
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from gym_foo.envs.foo_extrahard_env import FooExtraHardEnv
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```
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* `gym-foo/gym_foo/envs/foo_env.py` should look something like:
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```python
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import gym
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from gym import error, spaces, utils
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from gym.utils import seeding
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class FooEnv(gym.Env):
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metadata = {'render.modes': ['human']}
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def __init__(self):
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...
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def step(self, action):
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...
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def reset(self):
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...
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def render(self, mode='human'):
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...
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def close(self):
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...
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```
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* After you have installed your package with `pip install -e gym-foo`, you can create an instance of the environment with `gym.make('gym_foo:foo-v0')`
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