d3rlpy.datasets.get_pendulum¶
- d3rlpy.datasets.get_pendulum(dataset_type='replay', transition_picker=None, trajectory_slicer=None, render_mode=None)[source]¶
Returns pendulum dataset and environment.
The dataset is automatically downloaded to
d3rlpy_data/pendulum.h5
if it does not exist.- Parameters:
dataset_type (str) – dataset type. Available options are
['replay', 'random']
.transition_picker (Optional[TransitionPickerProtocol]) – TransitionPickerProtocol object.
trajectory_slicer (Optional[TrajectorySlicerProtocol]) – TrajectorySlicerProtocol object.
render_mode (Optional[str]) – Mode of rendering (
human
,rgb_array
).
- Returns:
tuple of
d3rlpy.dataset.ReplayBuffer
and gym environment.- Return type:
Tuple[ReplayBuffer, Env[ndarray[Any, dtype[Any]], ndarray[Any, dtype[Any]]]]