类class io.agentscope.core.training.strategy 2.x

SamplingRateStrategy

public class SamplingRateStrategy implements TrainingSelectionStrategy

源码Source io/agentscope/core/training/strategy/SamplingRateStrategy.java:39–86

Sampling 速率 Strategy，对智能体行为进行评测、追踪与可观测性分析。位于 io.agentscope.core.training.strategy 包，实现 TrainingSelectionStrategy。核心成员包括 of、shouldSelect、priority、name、getSampleRate。

Sampling Rate Strategy - Selection strategy based on sampling rate

Randomly samples requests for training at a fixed probability

Usage example:

`// 10% sampling rate
TrainingSelectionStrategy strategy = SamplingRateStrategy.of(0.1);

// 50% sampling rate
TrainingSelectionStrategy strategy = SamplingRateStrategy.of(0.5);
`

方法摘要Method Summary

方法Method	说明Description
`public static` `SamplingRateStrategy of(double sampleRate)` static	创建并返回实例。 Create sampling rate strategy
`public` `SelectionDecision shouldSelect(Agent agent, List<Msg> inputMessages, Msg outputMessage, ContextView reactorContext)`	执行应当选择相关操作。 Performs the should select operation.
`public int priority()`	返回优先级。 Returns the priority.
`public String name()`	返回名称。 Returns the name.
`public double getSampleRate()`	获取 `getSampleRate`。 Returns the sample rate.

方法详情Method Detail

of

public static SamplingRateStrategy of(double sampleRate)

static

创建并返回实例。

Create sampling rate strategy

参数Parameters

名称Name	类型Type	说明Description
`sampleRate`	double	sample 速率（类型 `double`）。Sampling rate, range [0, 1]

返回Returns SamplingRateStrategy

返回SamplingRateStrategy。Strategy instance

源码Source io/agentscope/core/training/strategy/SamplingRateStrategy.java:58–60

shouldSelect

public SelectionDecision shouldSelect(Agent agent, List<Msg> inputMessages, Msg outputMessage, ContextView reactorContext)

执行应当选择相关操作。

Performs the should select operation.

参数Parameters

名称Name	类型Type	说明Description
`agent`	Agent	智能体（类型 `Agent`）。The agent.
`inputMessages`	List<Msg>	输入消息（类型 `List`）。The input messages.
`outputMessage`	Msg	输出消息（类型 `Msg`）。The output message.
`reactorContext`	ContextView	reactor 上下文（类型 `ContextView`）。The reactor context.

返回Returns SelectionDecision

返回SelectionDecision。Returns selection decision.

源码Source io/agentscope/core/training/strategy/SamplingRateStrategy.java:62–71

priority

public int priority()

返回优先级。

Returns the priority.

返回Returns int

返回数值结果。Returns a numeric result.

源码Source io/agentscope/core/training/strategy/SamplingRateStrategy.java:73–76

name

public String name()

返回名称。

Returns the name.

返回Returns String

返回字符串结果。Returns a string.

源码Source io/agentscope/core/training/strategy/SamplingRateStrategy.java:78–81

getSampleRate

public double getSampleRate()

获取 getSampleRate。

Returns the sample rate.

返回Returns double

返回数值结果。Returns a numeric result.

源码Source io/agentscope/core/training/strategy/SamplingRateStrategy.java:83–85