Processor

class posggym.agents.utils.processors.Processor(input_space: Space)

Abstract class for processing inputs.

Transforms input and input space from one form into another. Inputs can be, for example observations or actions.

abstract __call__(input: Any) → Any

Process the input.

abstract unprocess(processed_input: Any) → Any

Unprocess processed input.

abstract get_processed_space() → Space

Get the processed space.

Available Processors

class posggym.agents.utils.processors.IdentityProcessor(input_space: Space)

Identity processor.

Leaves the input unchanged.

class posggym.agents.utils.processors.FlattenProcessor(input_space: Space)

Processor for flattening inputs.

class posggym.agents.utils.processors.RescaleProcessor(input_space: Space, min_val: float = -1.0, max_val: float = 1.0, clip: bool = True)

Rescales input into given range.