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105 lines
3.6 KiB
105 lines
3.6 KiB
using System;
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using Unity.Mathematics;
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using UnityEngine;
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namespace Unity.MLAgents.Areas
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{
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/// <summary>
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/// The Training Ares Replicator allows for a training area object group to be replicated dynamically during runtime.
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/// </summary>
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[DefaultExecutionOrder(-5)]
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public class TrainingAreaReplicator : MonoBehaviour
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{
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/// <summary>
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/// The base training area to be replicated.
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/// </summary>
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public GameObject baseArea;
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/// <summary>
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/// The number of training areas to replicate.
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/// </summary>
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public int numAreas = 1;
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/// <summary>
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/// The separation between each training area.
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/// </summary>
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public float separation = 10f;
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int3 m_GridSize = new int3(1, 1, 1);
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int m_areaCount = 0;
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string m_TrainingAreaName;
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/// <summary>
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/// The size of the computed grid to pack the training areas into.
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/// </summary>
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public int3 GridSize => m_GridSize;
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/// <summary>
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/// The name of the training area.
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/// </summary>
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public string TrainingAreaName => m_TrainingAreaName;
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/// <summary>
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/// Called before the simulation begins to computed the grid size for distributing
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/// the replicated training areas and set the area name.
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/// </summary>
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public void Awake()
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{
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// Computes the Grid Size on Awake
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ComputeGridSize();
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// Sets the TrainingArea name to the name of the base area.
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m_TrainingAreaName = baseArea.name;
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}
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/// <summary>
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/// Called after Awake and before the simulation begins and adds the training areas before
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/// the Academy begins.
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/// </summary>
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public void OnEnable()
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{
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// Adds the training are replicas during OnEnable to ensure they are added before the Academy begins its work.
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AddEnvironments();
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}
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/// <summary>
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/// Computes the Grid Size for replicating the training area.
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/// </summary>
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void ComputeGridSize()
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{
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var rootNumAreas = Mathf.Pow(numAreas, 1.0f / 2.0f);
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m_GridSize.x = Mathf.CeilToInt(rootNumAreas);
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var zSize = Mathf.CeilToInt((float)numAreas / (m_GridSize.x * m_GridSize.y));
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m_GridSize.z = zSize == 0 ? 1 : zSize;
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}
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/// <summary>
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/// Adds replicas of the training area to the scene.
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/// </summary>
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/// <exception cref="UnityAgentsException"></exception>
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void AddEnvironments()
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{
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if (numAreas > m_GridSize.x * m_GridSize.y * m_GridSize.z)
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{
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throw new UnityAgentsException("The number of training areas that you have specified exceeds the size of the grid.");
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}
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for (int z = 0; z < m_GridSize.z; z++)
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{
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for (int x = 0; x < m_GridSize.x; x++)
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{
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if (m_areaCount == 0)
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{
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// Skip this first area since it already exists.
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m_areaCount = 1;
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}
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else if (m_areaCount < numAreas)
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{
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m_areaCount++;
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var area = Instantiate(baseArea, new Vector3(x * separation, 0, z * separation), Quaternion.identity);
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area.name = m_TrainingAreaName;
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}
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}
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}
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}
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}
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}
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