mrkwatkins.oakemu_rl.framework.trajectories.UtilityConfiguration

Classes and functions

• TrajectoryBackpropagatedUtilityConfiguration
• TrajectoryBranchNoveltyUtilityConfiguration
• TrajectoryCellValueAggregatorConfiguration
• TrajectoryCompetenceUtilityConfiguration
• TrajectoryCostAwareUtilityConfiguration
• TrajectoryCountPressureUtilityConfiguration
• TrajectoryDiscoveryUtilityConfiguration
• TrajectoryFrontierUtilityConfiguration
• TrajectoryGraphConfiguration
• TrajectoryLocalProgressUtilityConfiguration
• TrajectoryScreenFrontierUtilityConfiguration
• TrajectoryUtilitiesConfiguration
• TrajectoryUtilityDefinitionConfigurationBase
• TrajectoryUtilityMetricConfiguration

Constants

TrajectoryCellValueAggregatorKind

TrajectoryCellValueAggregatorKind = Literal['running_average', 'ema', 'max', 'min']

Source

TrajectoryUtilityDefinitionConfiguration

TrajectoryUtilityDefinitionConfiguration = Annotated[TrajectoryBackpropagatedUtilityConfiguration | TrajectoryCountPressureUtilityConfiguration | TrajectoryScreenFrontierUtilityConfiguration | TrajectoryCompetenceUtilityConfiguration | TrajectoryLocalProgressUtilityConfiguration | TrajectoryFrontierUtilityConfiguration | TrajectoryDiscoveryUtilityConfiguration | TrajectoryBranchNoveltyUtilityConfiguration | TrajectoryCostAwareUtilityConfiguration, Field(discriminator='kind')]

Source

TrajectoryUtilityKind

TrajectoryUtilityKind = Literal['backpropagated', 'count_pressure', 'screen_frontier', 'competence', 'local_progress', 'frontier', 'discovery', 'branch_novelty', 'cost_aware']

Source

TrajectoryUtilityMetricCondition

TrajectoryUtilityMetricCondition = Literal['always', 'win', 'loss']

Source

TrajectoryUtilityMetricSource

TrajectoryUtilityMetricSource = Literal['start_values', 'end_values', 'episode_data', 'win', 'loss']

Source

TrajectoryUtilityMetricTransform

TrajectoryUtilityMetricTransform = Literal['value', 'delta_from_start']

Source