mtenv.envs package

Subpackages

• mtenv.envs.control package
  • Submodules
  • mtenv.envs.control.acrobot module
  • mtenv.envs.control.cartpole module
  • mtenv.envs.control.setup module
  • Module contents
• mtenv.envs.hipbmdp package
  • Subpackages
    • mtenv.envs.hipbmdp.wrappers package
      • Submodules
      • mtenv.envs.hipbmdp.wrappers.dmc_wrapper module
      • mtenv.envs.hipbmdp.wrappers.framestack module
      • mtenv.envs.hipbmdp.wrappers.sticky_observation module
      • Module contents
  • Submodules
  • mtenv.envs.hipbmdp.dmc_env module
  • mtenv.envs.hipbmdp.env module
  • mtenv.envs.hipbmdp.setup module
  • Module contents
• mtenv.envs.metaworld package
  • Subpackages
    • mtenv.envs.metaworld.wrappers package
      • Submodules
      • mtenv.envs.metaworld.wrappers.normalized_env module
      • Module contents
  • Submodules
  • mtenv.envs.metaworld.env module
  • mtenv.envs.metaworld.setup module
  • Module contents
• mtenv.envs.mpte package
  • Submodules
  • mtenv.envs.mpte.setup module
  • mtenv.envs.mpte.two_goal_maze_env module
  • Module contents
• mtenv.envs.shared package
  • Subpackages
    • mtenv.envs.shared.wrappers package
      • Submodules
      • mtenv.envs.shared.wrappers.multienv module
      • Module contents
  • Module contents
• mtenv.envs.tabular_mdp package
  • Submodules
  • mtenv.envs.tabular_mdp.setup module
  • mtenv.envs.tabular_mdp.tmdp module
  • Module contents

Submodules

mtenv.envs.registration module

class mtenv.envs.registration.MultiEnvRegistry

Bases: gym.envs.registration.EnvRegistry

register(id: str, **kwargs: Any) → None

class mtenv.envs.registration.MultitaskEnvSpec(id: str, entry_point: Optional[str] = None, reward_threshold: Optional[int] = None, kwargs: Optional[Dict[str, Any]] = None, nondeterministic: bool = False, max_episode_steps: Optional[int] = None, test_kwargs: Optional[Dict[str, Any]] = None)

Bases: gym.envs.registration.EnvSpec

A specification for a particular instance of the environment. Used to register the parameters for official evaluations.

Parameters

• id (str) – The official environment ID

• entry_point (Optional[str]) – The Python entrypoint of the environment class (e.g. module.name:Class)

• reward_threshold (Optional[int]) – The reward threshold before the task is considered solved

• kwargs (dict) – The kwargs to pass to the environment class

• nondeterministic (bool) – Whether this environment is non-deterministic even after seeding

• max_episode_steps (Optional[int]) – The maximum number of steps that an episode can consist of

• test_kwargs (Optional[Dict[str, Any]], optional) – Dictionary to specify parameters for automated testing. Defaults to None.

property kwargs

mtenv.envs.registration.make(id: str, **kwargs: Any) → gym.core.Env

mtenv.envs.registration.register(id: str, **kwargs: Any) → None

mtenv.envs.registration.spec(id: str) → mtenv.envs.registration.MultitaskEnvSpec

Module contents