Unity 机器学习代理工具包 (ML-Agents) 是一个开源项目,它使游戏和模拟能够作为训练智能代理的环境。
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using NUnit.Framework;
using UnityEngine;
using Unity.MLAgents.Sensors;
namespace Unity.MLAgents.Tests
{
[TestFixture]
public class BufferSensorTest
{
[Test]
public void TestBufferSensor()
{
var bufferSensor = new BufferSensor(20, 4, "testName");
var shape = bufferSensor.GetObservationSpec().Shape;
var dimProp = bufferSensor.GetObservationSpec().DimensionProperties;
Assert.AreEqual(shape[0], 20);
Assert.AreEqual(shape[1], 4);
Assert.AreEqual(shape.Length, 2);
Assert.AreEqual(dimProp[0], DimensionProperty.VariableSize);
Assert.AreEqual(dimProp[1], DimensionProperty.None);
Assert.AreEqual(dimProp.Length, 2);
bufferSensor.AppendObservation(new float[] { 1, 2, 3, 4 });
bufferSensor.AppendObservation(new float[] { 5, 6, 7, 8 });
var obsWriter = new ObservationWriter();
var obs = bufferSensor.GetObservationProto(obsWriter);
Assert.AreEqual(shape, InplaceArray<int>.FromList(obs.Shape));
Assert.AreEqual(obs.DimensionProperties.Count, 2);
Assert.AreEqual((int)dimProp[0], obs.DimensionProperties[0]);
Assert.AreEqual((int)dimProp[1], obs.DimensionProperties[1]);
for (int i = 0; i < 8; i++)
{
Assert.AreEqual(obs.FloatData.Data[i], i + 1);
}
for (int i = 8; i < 80; i++)
{
Assert.AreEqual(obs.FloatData.Data[i], 0);
}
}
[Test]
public void TestBufferSensorComponent()
{
var agentGameObj = new GameObject("agent");
var bufferComponent = agentGameObj.AddComponent<BufferSensorComponent>();
bufferComponent.MaxNumObservables = 20;
bufferComponent.ObservableSize = 4;
bufferComponent.SensorName = "TestName";
var sensor = bufferComponent.CreateSensors()[0];
var shape = sensor.GetObservationSpec().Shape;
Assert.AreEqual(shape[0], 20);
Assert.AreEqual(shape[1], 4);
Assert.AreEqual(shape.Length, 2);
bufferComponent.AppendObservation(new float[] { 1, 2, 3, 4 });
bufferComponent.AppendObservation(new float[] { 5, 6, 7, 8 });
var obsWriter = new ObservationWriter();
var obs = sensor.GetObservationProto(obsWriter);
Assert.AreEqual(shape, InplaceArray<int>.FromList(obs.Shape));
Assert.AreEqual(obs.DimensionProperties.Count, 2);
Assert.AreEqual(sensor.GetName(), "TestName");
for (int i = 0; i < 8; i++)
{
Assert.AreEqual(obs.FloatData.Data[i], i + 1);
}
for (int i = 8; i < 80; i++)
{
Assert.AreEqual(obs.FloatData.Data[i], 0);
}
}
}
}