evorl.algorithms.meta.pbt

Module Contents

Classes

PBTWorkflow

A minimal Example of PBT that tunes the lr of PPO.

API

class evorl.algorithms.meta.pbt.PBTWorkflow(workflow: evorl.workflows.RLWorkflow, evaluator: evorl.evaluators.Evaluator, config: omegaconf.DictConfig)

Bases: evorl.algorithms.meta.pbt_workflow.PBTWorkflowTemplate

A minimal Example of PBT that tunes the lr of PPO.

apply_hyperparams_to_workflow_state(workflow_state: evorl.types.State, hyperparams: evorl.types.PyTreeDict[str, chex.Numeric]) → evorl.types.State

classmethod name()