ml-agents/com.unity.ml-agents/Tests/Editor/Sensor/StackingSensorTests.cs

using NUnit.Framework;
using Unity.MLAgents.Sensors;

namespace Unity.MLAgents.Tests
{
    public class StackingSensorTests
    {
        [Test]
        public void TestCtor()
        {
            ISensor wrapped = new VectorSensor(4);
            ISensor sensor = new StackingSensor(wrapped, 4);
            Assert.AreEqual("StackingSensor_size4_VectorSensor_size4", sensor.GetName());
            Assert.AreEqual(sensor.GetObservationShape(), new[] {16});
        }

        [Test]
        public void TestStacking()
        {
            VectorSensor wrapped = new VectorSensor(2);
            ISensor sensor = new StackingSensor(wrapped, 3);

            wrapped.AddObservation(new[] {1f, 2f});
            SensorTestHelper.CompareObservation(sensor, new[] {0f, 0f, 0f, 0f, 1f, 2f});

            sensor.Update();
            wrapped.AddObservation(new[] {3f, 4f});
            SensorTestHelper.CompareObservation(sensor, new[] {0f, 0f, 1f, 2f, 3f, 4f});

            sensor.Update();
            wrapped.AddObservation(new[] {5f, 6f});
            SensorTestHelper.CompareObservation(sensor, new[] {1f, 2f, 3f, 4f, 5f, 6f});

            sensor.Update();
            wrapped.AddObservation(new[] {7f, 8f});
            SensorTestHelper.CompareObservation(sensor, new[] {3f, 4f, 5f, 6f, 7f, 8f});

            sensor.Update();
            wrapped.AddObservation(new[] {9f, 10f});
            SensorTestHelper.CompareObservation(sensor, new[] {5f, 6f, 7f, 8f, 9f, 10f});

            // Check that if we don't call Update(), the same observations are produced
            SensorTestHelper.CompareObservation(sensor, new[] {5f, 6f, 7f, 8f, 9f, 10f});
        }

        [Test]
        public void TestStackingReset()
        {
            VectorSensor wrapped = new VectorSensor(2);
            ISensor sensor = new StackingSensor(wrapped, 3);

            wrapped.AddObservation(new[] {1f, 2f});
            SensorTestHelper.CompareObservation(sensor, new[] {0f, 0f, 0f, 0f, 1f, 2f});

            sensor.Update();
            wrapped.AddObservation(new[] {3f, 4f});
            SensorTestHelper.CompareObservation(sensor, new[] {0f, 0f, 1f, 2f, 3f, 4f});

            sensor.Reset();
            wrapped.AddObservation(new[] {5f, 6f});
            SensorTestHelper.CompareObservation(sensor, new[] {0f, 0f, 0f, 0f, 5f, 6f});
        }
    }
}