unienv_interface.wrapper.batch_and_unbatch

BatchifyWrapper

BatchifyWrapper(env: Env[BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType])

Bases: TransformWrapper[BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType, BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType]

This wrapper will rescale the action space to a new range.

batch_size property

batch_size: int

metadata property writable

metadata: Dict[str, Any]

Returns the :attr:Env :attr:metadata.

render_mode property

render_mode: Optional[WrapperRenderFrame]

render_fps property

render_fps: Optional[int]

backend property

backend: ComputeBackend[Any, WrapperBDeviceT, Any, WrapperBRngT]

device property

device: Optional[WrapperBDeviceT]

action_space property writable

action_space: Space[WrapperActT, WrapperBDeviceT, Any, WrapperBRngT]

observation_space property writable

observation_space: Space[WrapperObsT, WrapperBDeviceT, Any, WrapperBRngT]

context_space property writable

context_space: Optional[Space[WrapperContextT, WrapperBDeviceT, Any, WrapperBRngT]]

rng property writable

rng: WrapperBRngT

Returns the :attr:Env :attr:rng attribute.

unwrapped property

unwrapped: Env

Returns the base environment of the wrapper.

This will be the bare :class:gymnasium.Env environment, underneath all layers of wrappers.

prev_wrapper_layer property

prev_wrapper_layer: Env[BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType]

env instance-attribute

env = env

context_transformation property writable

context_transformation: Optional[DataTransformation]

observation_transformation property writable

observation_transformation: Optional[DataTransformation]

action_transformation property

action_transformation: Optional[DataTransformation]

step

step(action)

reset

reset(*args, mask: Optional[BArrayType] = None, seed: Optional[int] = None, **kwargs) -> Tuple[ContextType, ObsType, DictT[str, Any]]

render

render() -> RenderFrame | Sequence[RenderFrame] | None

close

close()

sample_space

sample_space(space: Space) -> Any

Sample from space using and updating self.rng.

sample_action

sample_action() -> ActType

Sample one action from action_space.

sample_observation

sample_observation() -> ObsType

Sample one observation from observation_space.

sample_context

sample_context() -> Optional[ContextType]

Sample one context value if context_space is defined.

update_observation_post_reset

update_observation_post_reset(old_obs: ObsType, newobs_masked: ObsType, mask: BArrayType) -> ObsType

Merge masked reset observations back into a full batched observation.

update_context_post_reset

update_context_post_reset(old_context: ContextType, new_context: ContextType, mask: BArrayType) -> ContextType

Merge masked reset contexts back into a full batched context.

has_wrapper_attr

has_wrapper_attr(name: str) -> bool

Checks if the given attribute is within the wrapper or its environment.

get_wrapper_attr

get_wrapper_attr(name: str) -> Any

Gets an attribute from the wrapper and lower environments if name doesn't exist in this object.

Parameters:

Name	Type	Description	Default
name	str	The variable name to get	required

Returns:

Type	Description
Any	The variable with name in wrapper or lower environments

set_wrapper_attr

set_wrapper_attr(name: str, value: Any)

Sets an attribute on this wrapper or lower environment if name is already defined.

Parameters:

Name	Type	Description	Default
name	str	The variable name	required
value	Any	The new variable value	required

set_action_transformation

set_action_transformation(action_transformation: Optional[DataTransformation] = None, target_action_space: Optional[Space[BArrayType, BDeviceType, BDtypeType, BRNGType]] = None) -> None

UnBatchifyWrapper

UnBatchifyWrapper(env: Env[BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType])

Bases: TransformWrapper[BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType, BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType]

This wrapper will rescale the action space to a new range.

batch_size property

batch_size: Optional[int]

metadata property writable

metadata: Dict[str, Any]

Returns the :attr:Env :attr:metadata.

render_mode property

render_mode: Optional[WrapperRenderFrame]

render_fps property

render_fps: Optional[int]

backend property

backend: ComputeBackend[Any, WrapperBDeviceT, Any, WrapperBRngT]

device property

device: Optional[WrapperBDeviceT]

action_space property writable

action_space: Space[WrapperActT, WrapperBDeviceT, Any, WrapperBRngT]

observation_space property writable

observation_space: Space[WrapperObsT, WrapperBDeviceT, Any, WrapperBRngT]

context_space property writable

context_space: Optional[Space[WrapperContextT, WrapperBDeviceT, Any, WrapperBRngT]]

rng property writable

rng: WrapperBRngT

Returns the :attr:Env :attr:rng attribute.

unwrapped property

unwrapped: Env

Returns the base environment of the wrapper.

This will be the bare :class:gymnasium.Env environment, underneath all layers of wrappers.

prev_wrapper_layer property

prev_wrapper_layer: Env[BArrayType, ContextType, ObsType, ActType, RenderFrame, BDeviceType, BDtypeType, BRNGType]

env instance-attribute

env = env

context_transformation property writable

context_transformation: Optional[DataTransformation]

observation_transformation property writable

observation_transformation: Optional[DataTransformation]

action_transformation property

action_transformation: Optional[DataTransformation]

step

step(action)

reset

reset(*args, mask: Optional[BArrayType] = None, seed: Optional[int] = None, **kwargs) -> Tuple[ContextType, ObsType, DictT[str, Any]]

render

render() -> RenderFrame | Sequence[RenderFrame] | None

close

close()

sample_space

sample_space(space: Space) -> Any

Sample from space using and updating self.rng.

sample_action

sample_action() -> ActType

Sample one action from action_space.

sample_observation

sample_observation() -> ObsType

Sample one observation from observation_space.

sample_context

sample_context() -> Optional[ContextType]

Sample one context value if context_space is defined.

update_observation_post_reset

update_observation_post_reset(old_obs: ObsType, newobs_masked: ObsType, mask: BArrayType) -> ObsType

Merge masked reset observations back into a full batched observation.

update_context_post_reset

update_context_post_reset(old_context: ContextType, new_context: ContextType, mask: BArrayType) -> ContextType

Merge masked reset contexts back into a full batched context.

has_wrapper_attr

has_wrapper_attr(name: str) -> bool

Checks if the given attribute is within the wrapper or its environment.

get_wrapper_attr

get_wrapper_attr(name: str) -> Any

Gets an attribute from the wrapper and lower environments if name doesn't exist in this object.

Parameters:

Name	Type	Description	Default
name	str	The variable name to get	required

Returns:

Type	Description
Any	The variable with name in wrapper or lower environments

set_wrapper_attr

set_wrapper_attr(name: str, value: Any)

Sets an attribute on this wrapper or lower environment if name is already defined.

Parameters:

Name	Type	Description	Default
name	str	The variable name	required
value	Any	The new variable value	required

set_action_transformation

set_action_transformation(action_transformation: Optional[DataTransformation] = None, target_action_space: Optional[Space[BArrayType, BDeviceType, BDtypeType, BRNGType]] = None) -> None