Compatibility with Gym

Gymnasium provides a number of compatibility methods for a range of Environment implementations.

Loading OpenAI Gym environments

For environments that are registered solely in OpenAI Gym and not in Gymnasium, Gymnasium v0.26.3 and above allows importing them through either a special environment or a wrapper. The "GymV26Environment-v0" environment was introduced in Gymnasium v0.26.3, and allows importing of Gym environments through the env_name argument along with other relevant kwargs environment kwargs. To perform conversion through a wrapper, the environment itself can be passed to the wrapper EnvCompatibility through the env kwarg.

An example of this is atari 0.8.0 which does not have a gymnasium implementation.

import gymnasium as gym

env = gym.make("GymV26Environment-v0", env_id="ALE/Pong-v5")

Gym v0.21 Environment Compatibility

A number of environments have not updated to the recent Gym changes, in particular since v0.21. This update is significant for the introduction of termination and truncation signatures in favour of the previously used done. To allow backward compatibility, Gym and Gymnasium v0.26+ include an apply_api_compatibility kwarg when calling make() that automatically converts a v0.21 API compliant environment to one that is compatible with v0.26+.

import gym

env = gym.make("OldV21Env-v0", apply_api_compatibility=True)

Additionally, in Gymnasium we provide specialist environments for compatibility that for env_id will call gym.make.

import gymnasium

env = gymnasium.make("GymV21Environment-v0", env_id="CartPole-v1", render_mode="human")
# or
env = gymnasium.make("GymV21Environment-v0", env=OldV21Env())

Step API Compatibility

If environments implement the (old) done step API, Gymnasium provides both functions (gymnasium.utils.step_api_compatibility.convert_to_terminated_truncated_step_api()) and wrappers (gymnasium.wrappers.StepAPICompatibility) that will convert an environment with the old step API (using done) to the new step API (using termination and truncation).