mpcrl.core.schedulers.Scheduler

class mpcrl.core.schedulers.Scheduler(init_value)

Bases: ABC, Generic[ScType]

Base abstract class for schedulers.

Schedulers are helpful classes to update or decay different quantities, such as learning rates or exploration probability.

Parameters:

init_valuesupports-algebraic-operations

Initial value that will be updated by this scheduler.

Notes

If the scheduler has a final iteration, it is expected to raise a StopIteration when the last iteration is reached.

Methods

step()

Updates the value of the scheduler by one step.

abstractmethod step()

Updates the value of the scheduler by one step.

Raises:

StopIteration

Raises if the final iteration of the scheduler (if any) has been reached and step was called again.

Return type:

None