syllabus.curricula package#

syllabus.curricula.noop module#

class syllabus.curricula.noop.NoopCurriculum(default_task, *curriculum_args, **curriculum_kwargs)#

Bases: Curriculum

Used to to test API without a curriculum.

REQUIRES_CENTRAL_UPDATES = False#

REQUIRES_STEP_UPDATES = True#

add_task(task: tuple) → None#

sample(k: int = 1) → List | Any#: Sample k tasks from the curriculum.

update(update_data)#: Update the curriculum with the specified update type.

update_on_demand(metrics)#: Update the curriculum with arbitrary inputs.

update_on_episode(episode_return) → None#: Update the curriculum with episode results from the environment.

update_on_step(obs, rew, term, trunc, info) → None#: Update the curriculum with the current step results from the environment.

update_on_step_batch(step_results) → None#: Update the curriculum with a batch of step results from the environment.

update_task_progress(task, success_prob) → None#: Update the curriculum with a task and its success probability upon success or failure.

syllabus.curricula.sequential module#

class syllabus.curricula.sequential.SequentialCurriculum(task_list: List[Any], *curriculum_args, num_repeats: List[int] | None = None, repeat_list=True, **curriculum_kwargs)#

Bases: Curriculum

REQUIRES_CENTRAL_UPDATES = False#

REQUIRES_STEP_UPDATES = False#

remaining_tasks()#: Return the number of tasks remaining in the manual curriculum.

sample(k: int = 1) → List | Any#: Choose the next k tasks from the list.

syllabus.curricula.simple_box module#

class syllabus.curricula.simple_box.SimpleBoxCurriculum(*curriculum_args, steps: int = 5, success_threshold: float = 0.25, required_successes: int = 10, **curriculum_kwargs)#

Bases: Curriculum

Base class and API for defining curricula to interface with Gym environments.

REQUIRES_CENTRAL_UPDATES = False#

REQUIRES_STEP_UPDATES = False#

sample(k: int = 1) → List | Any#: Sample k tasks from the curriculum.

update_task_progress(task: Any, success_prob: float) → None#: Update the curriculum with a task and its success probability upon success or failure.