public void TestSoftmax()
{
var softmaxTests = new SoftmaxTestConfiguration[]
{
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "LowLambdaFixedActionContext",
ContextType = ContextType.FixedAction, // test fixed-action context
Lambda = 0.1f,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new FixedScorerConfiguration {
Score = 1
}
},
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "LowLambdaVariableActionContext",
ContextType = ContextType.VariableAction, // test variable-action context
Lambda = 0.1f,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new FixedScorerConfiguration {
Score = 5
}
},
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "HighLambdaFixedActionContext",
ContextType = ContextType.FixedAction,
Lambda = 0.9f,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new IntegerProgressionScorerConfiguration {
Start = 1
}
},
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "HighLambdaVariableActionContext",
ContextType = ContextType.VariableAction,
Lambda = 0.9f,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new IntegerProgressionScorerConfiguration {
Start = 5
}
}
};
Run(outputFilePatternExpected, outputFilePatternActual, outputJsonConfigFile, softmaxTests);
for (uint i = 0; i < softmaxTests.Length; i++)
{
CompareExplorationData(FormatPath(outputFilePatternExpected, i), FormatPath(outputFilePatternActual, i));
}
}
public void TestSoftmax()
{
var softmaxTests = new SoftmaxTestConfiguration[]
{
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "LowLambdaFixedActionContext",
ContextType = ContextType.FixedAction, // test fixed-action context
Lambda = 0.1f,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new FixedScorerConfiguration { Score = 1 }
},
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "LowLambdaVariableActionContext",
ContextType = ContextType.VariableAction, // test variable-action context
Lambda = 0.1f,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new FixedScorerConfiguration { Score = 5 }
},
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "HighLambdaFixedActionContext",
ContextType = ContextType.FixedAction,
Lambda = 0.9f,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new IntegerProgressionScorerConfiguration { Start = 1 }
},
new SoftmaxTestConfiguration
{
AppId = TestContext.TestName + "HighLambdaVariableActionContext",
ContextType = ContextType.VariableAction,
Lambda = 0.9f,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
ScorerConfiguration = new IntegerProgressionScorerConfiguration { Start = 5 }
}
};
Run(outputFilePatternExpected, outputFilePatternActual, outputJsonConfigFile, softmaxTests);
for (uint i = 0; i < softmaxTests.Length; i++)
{
CompareExplorationData(FormatPath(outputFilePatternExpected, i), FormatPath(outputFilePatternActual, i));
}
}
