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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342 行
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using System.Collections;
using System.Collections.Generic;
using Unity.MLAgents;
using UnityEngine;
public class ZombiePushBlockDeathEnvController : MonoBehaviour
{
[System.Serializable]
public class AgentInfo
{
public PushAgentCollab Agent;
[HideInInspector]
public Vector3 StartingPos;
[HideInInspector]
public Quaternion StartingRot;
[HideInInspector]
public Rigidbody Rb;
[HideInInspector]
public Collider Col;
}
[System.Serializable]
public class ZombieInfo
{
public SimpleNPC Agent;
[HideInInspector]
public Vector3 StartingPos;
[HideInInspector]
public Quaternion StartingRot;
[HideInInspector]
public Rigidbody Rb;
[HideInInspector]
public Collider Col;
}
[System.Serializable]
public class BlockInfo
{
public Transform T;
[HideInInspector]
public Vector3 StartingPos;
[HideInInspector]
public Quaternion StartingRot;
[HideInInspector]
public Rigidbody Rb;
}
/// <summary>
/// Max Academy steps before this platform resets
/// </summary>
/// <returns></returns>
[Header("Max Environment Steps")] public int MaxEnvironmentSteps = 25000;
private int m_ResetTimer;
/// <summary>
/// The area bounds.
/// </summary>
[HideInInspector]
public Bounds areaBounds;
/// <summary>
/// The ground. The bounds are used to spawn the elements.
/// </summary>
public GameObject ground;
public GameObject area;
Material m_GroundMaterial; //cached on Awake()
/// <summary>
/// We will be changing the ground material based on success/failue
/// </summary>
Renderer m_GroundRenderer;
public List<AgentInfo> AgentsList = new List<AgentInfo>();
public List<ZombieInfo> ZombiesList = new List<ZombieInfo>();
public List<BlockInfo> BlocksList = new List<BlockInfo>();
public bool UseRandomAgentRotation = true;
public bool UseRandomAgentPosition = true;
public bool UseRandomBlockRotation = true;
public bool UseRandomBlockPosition = true;
PushBlockSettings m_PushBlockSettings;
private int m_NumberOfRemainingBlocks;
private PushBlockTeamManager m_TeamManager;
void Start()
{
// Get the ground's bounds
areaBounds = ground.GetComponent<Collider>().bounds;
// Get the ground renderer so we can change the material when a goal is scored
m_GroundRenderer = ground.GetComponent<Renderer>();
// Starting material
m_GroundMaterial = m_GroundRenderer.material;
m_PushBlockSettings = FindObjectOfType<PushBlockSettings>();
foreach (var item in BlocksList)
{
item.StartingPos = item.T.transform.position;
item.StartingRot = item.T.transform.rotation;
item.Rb = item.T.GetComponent<Rigidbody>();
}
// Initialize TeamManager
m_TeamManager = new PushBlockTeamManager();
foreach (var item in AgentsList)
{
item.StartingPos = item.Agent.transform.position;
item.StartingRot = item.Agent.transform.rotation;
item.Rb = item.Agent.GetComponent<Rigidbody>();
item.Col = item.Agent.GetComponent<Collider>();
// Add to team manager
item.Agent.SetTeamManager(m_TeamManager);
}
foreach (var item in ZombiesList)
{
item.StartingPos = item.Agent.transform.position;
item.StartingRot = item.Agent.transform.rotation;
item.Col = item.Agent.GetComponent<Collider>();
}
ResetScene();
}
// Update is called once per frame
void FixedUpdate()
{
m_ResetTimer += 1;
if (m_ResetTimer > MaxEnvironmentSteps)
{
ResetScene();
}
}
//Kill/disable an agent
public void KillAgent(Collision col, Transform t)
{
print($"zombie {t.name} ate {col.collider.name}");
//Disable killed Agent
foreach (var item in AgentsList)
{
if (item.Col == col.collider)
{
item.Agent.EndEpisode();
item.Col.gameObject.SetActive(false);
break;
}
}
bool allZombiesDead = true;
// Kill zombies
foreach (var item in ZombiesList)
{
if (item.Agent.transform == t)
{
item.Agent.gameObject.SetActive(false);
//break;
}
if (item.Agent.gameObject.activeSelf)
{
allZombiesDead = false;
}
}
// If all zombies dead, unfreeze block
if (allZombiesDead)
{
foreach (var item in BlocksList)
{
// Unfreeze block's motion when zombies are killed
item.Rb.constraints &= RigidbodyConstraints.FreezePositionX;
item.Rb.constraints &= RigidbodyConstraints.FreezePositionZ;
}
}
}
/// <summary>
/// Use the ground's bounds to pick a random spawn position.
/// </summary>
public Vector3 GetRandomSpawnPos()
{
var foundNewSpawnLocation = false;
var randomSpawnPos = Vector3.zero;
while (foundNewSpawnLocation == false)
{
var randomPosX = Random.Range(-areaBounds.extents.x * m_PushBlockSettings.spawnAreaMarginMultiplier,
areaBounds.extents.x * m_PushBlockSettings.spawnAreaMarginMultiplier);
var randomPosZ = Random.Range(-areaBounds.extents.z * m_PushBlockSettings.spawnAreaMarginMultiplier,
areaBounds.extents.z * m_PushBlockSettings.spawnAreaMarginMultiplier);
randomSpawnPos = ground.transform.position + new Vector3(randomPosX, 1f, randomPosZ);
if (Physics.CheckBox(randomSpawnPos, new Vector3(2.5f, 0.01f, 2.5f)) == false)
{
foundNewSpawnLocation = true;
}
}
return randomSpawnPos;
}
/// <summary>
/// Resets the block position and velocities.
/// </summary>
void ResetBlock(BlockInfo block)
{
// Get a random position for the block.
block.T.position = GetRandomSpawnPos();
// Reset block velocity back to zero.
block.Rb.velocity = Vector3.zero;
// Reset block angularVelocity back to zero.
block.Rb.angularVelocity = Vector3.zero;
}
/// <summary>
/// Swap ground material, wait time seconds, then swap back to the regular material.
/// </summary>
IEnumerator GoalScoredSwapGroundMaterial(Material mat, float time)
{
m_GroundRenderer.material = mat;
yield return new WaitForSeconds(time); // Wait for 2 sec
m_GroundRenderer.material = m_GroundMaterial;
}
/// <summary>
/// Called when the agent moves the block into the goal.
/// </summary>
public void ScoredAGoal(Collider col, float score)
{
// //Decrement the counter
// m_NumberOfRemainingBlocks--;
//
// //Are we done?
// bool done = m_NumberOfRemainingBlocks == 0;
//
// //Disable the block
// col.gameObject.SetActive(false);
//Give Agent Rewards
foreach (var item in AgentsList)
{
if (item.Agent.gameObject.activeInHierarchy)
{
print($"{item.Agent.name} scored");
item.Agent.AddReward(score);
}
}
// Swap ground material for a bit to indicate we scored.
StartCoroutine(GoalScoredSwapGroundMaterial(m_PushBlockSettings.goalScoredMaterial, 0.5f));
// if (done)
// {
//Reset assets
ResetScene();
// }
}
public void ZombieTouchedBlock()
{
//Give Agent Rewards
// foreach (var item in AgentsList)
// {
// item.Agent.AddReward(-1);
// }
// Swap ground material for a bit to indicate we scored.
StartCoroutine(GoalScoredSwapGroundMaterial(m_PushBlockSettings.failMaterial, 0.5f));
ResetScene();
}
Quaternion GetRandomRot()
{
return Quaternion.Euler(0, Random.Range(0.0f, 360.0f), 0);
}
void ResetScene()
{
m_ResetTimer = 0;
//Random platform rot
var rotation = Random.Range(0, 4);
var rotationAngle = rotation * 90f;
area.transform.Rotate(new Vector3(0f, rotationAngle, 0f));
//End Episode
foreach (var item in AgentsList)
{
if (!item.Agent)
{
return;
}
item.Agent.EndEpisode();
}
//Reset Agents
foreach (var item in AgentsList)
{
var pos = UseRandomAgentPosition ? GetRandomSpawnPos() : item.StartingPos;
var rot = UseRandomAgentRotation ? GetRandomRot() : item.StartingRot;
item.Agent.transform.SetPositionAndRotation(pos, rot);
item.Rb.velocity = Vector3.zero;
item.Rb.angularVelocity = Vector3.zero;
item.Agent.gameObject.SetActive(true);
}
//Reset Blocks
foreach (var item in BlocksList)
{
var pos = UseRandomBlockPosition ? GetRandomSpawnPos() : item.StartingPos;
var rot = UseRandomBlockRotation ? GetRandomRot() : item.StartingRot;
item.T.transform.SetPositionAndRotation(pos, rot);
item.Rb.velocity = Vector3.zero;
item.Rb.angularVelocity = Vector3.zero;
item.T.gameObject.SetActive(true);
// Freeze block's motion until zombies are killed
item.Rb.constraints |= RigidbodyConstraints.FreezePositionX;
item.Rb.constraints |= RigidbodyConstraints.FreezePositionZ;
}
//End Episode
foreach (var item in ZombiesList)
{
if (!item.Agent)
{
return;
}
// item.Agent.EndEpisode();
item.Agent.transform.SetPositionAndRotation(item.StartingPos, item.StartingRot);
item.Agent.SetRandomWalkSpeed();
item.Agent.gameObject.SetActive(true);
}
//Reset counter
m_NumberOfRemainingBlocks = BlocksList.Count;
// m_NumberOfRemainingBlocks = 2;
}
}