public void TestTauFirst()
{
var tauFirstTests = new TauFirstTestConfiguration[]
{
// No exploration
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "NoExplorationFixedActionContext",
ContextType = ContextType.FixedAction, // test fixed-action context
Tau = 0,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration {
Action = 10
}
},
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "NoExplorationVariableActionContext",
ContextType = ContextType.VariableAction, // test variable-action context
Tau = 5,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration {
Action = 10
}
},
// Heavy exploration
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "HeavyExplorationFixedActionContext",
ContextType = ContextType.FixedAction,
Tau = 100,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration {
Action = 9
}
},
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "HeavyExplorationVariableActionContext",
ContextType = ContextType.VariableAction,
Tau = 100,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration {
Action = 9
}
}
};
Run(outputFilePatternExpected, outputFilePatternActual, outputJsonConfigFile, tauFirstTests);
for (uint i = 0; i < tauFirstTests.Length; i++)
{
CompareExplorationData(FormatPath(outputFilePatternExpected, i), FormatPath(outputFilePatternActual, i));
}
}
public void TestTauFirst()
{
var tauFirstTests = new TauFirstTestConfiguration[]
{
// No exploration
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "NoExplorationFixedActionContext",
ContextType = ContextType.FixedAction, // test fixed-action context
Tau = 0,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration { Action = 10 }
},
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "NoExplorationVariableActionContext",
ContextType = ContextType.VariableAction, // test variable-action context
Tau = 5,
NumberOfActions = 20,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration { Action = 10 }
},
// Heavy exploration
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "HeavyExplorationFixedActionContext",
ContextType = ContextType.FixedAction,
Tau = 100,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration { Action = 9 }
},
new TauFirstTestConfiguration
{
AppId = TestContext.TestName + "HeavyExplorationVariableActionContext",
ContextType = ContextType.VariableAction,
Tau = 100,
NumberOfActions = 10,
ExperimentalUnitIdList = Enumerable.Range(1, 100).Select(i => i.ToString()).ToList(),
PolicyConfiguration = new FixedPolicyConfiguration { Action = 9 }
}
};
Run(outputFilePatternExpected, outputFilePatternActual, outputJsonConfigFile, tauFirstTests);
for (uint i = 0; i < tauFirstTests.Length; i++)
{
CompareExplorationData(FormatPath(outputFilePatternExpected, i), FormatPath(outputFilePatternActual, i));
}
}