trinity.buffer.operators package

Subpackages

• trinity.buffer.operators.filters package
  • Submodules
    • trinity.buffer.operators.filters.reward_filter module
      • RewardFilter
      • RewardSTDFilter
  • Module contents
• trinity.buffer.operators.mappers package
  • Submodules
    • trinity.buffer.operators.mappers.pass_rate_calculator module
      • PassRateCalculator
    • trinity.buffer.operators.mappers.reward_shaping_mapper module
      • RewardShapingMapper
  • Module contents

Submodules

• trinity.buffer.operators.data_juicer_operator module
  • DataJuicerOperator
    • DataJuicerOperator.__init__()
    • DataJuicerOperator.process()
    • DataJuicerOperator.close()
• trinity.buffer.operators.experience_operator module
  • ExperienceOperator
    • ExperienceOperator.process()
    • ExperienceOperator.create_operators()
    • ExperienceOperator.close()

Module contents

class trinity.buffer.operators.ExperienceOperator

基类：ABC

Base class for all experience operators in the Trinity framework. Operators are used to process experiences and perform some transformations based on them.

close()

Close the operator if it has any resources to release.

classmethod create_operators(operator_configs: List[OperatorConfig]) → List[ExperienceOperator]

Create a list of ExperienceOperator instances based on the provided operator configurations.

参数:

operator_configs (List[OperatorConfig]) -- List of operator configurations.

返回:

List of instantiated ExperienceOperator objects.

返回类型:

List[ExperienceOperator]

abstractmethod process(exps: List[Experience]) → Tuple[List[Experience], Dict]

Process a list of experiences and return a transformed list.

参数:

exps (List[Experience]) -- List of experiences to process, which contains all experiences generated by the Explorer in one explore step.

返回:

A tuple containing the processed list of experiences and a dictionary of metrics.

返回类型:

Tuple[List[Experience], Dict]