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73 行
2.5 KiB
73 行
2.5 KiB
using System.Collections;
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using System.Collections.Generic;
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using UnityEngine;
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using UnityEngine.UI;
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using MLAgents;
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public class TennisAgent : Agent
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{
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[Header("Specific to Tennis")]
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public GameObject ball;
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public bool invertX;
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public int score;
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public GameObject scoreText;
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public GameObject myArea;
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public GameObject opponent;
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private Text textComponent;
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private Rigidbody agentRb;
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private Rigidbody ballRb;
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private float invertMult;
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public override void InitializeAgent()
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{
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agentRb = GetComponent<Rigidbody>();
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ballRb = GetComponent<Rigidbody>();
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textComponent = scoreText.GetComponent<Text>();
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}
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public override void CollectObservations()
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{
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AddVectorObs(invertMult * (transform.position.x - myArea.transform.position.x));
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AddVectorObs(transform.position.y - myArea.transform.position.y);
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AddVectorObs(invertMult * agentRb.velocity.x);
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AddVectorObs(agentRb.velocity.y);
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AddVectorObs(invertMult * (ball.transform.position.x - myArea.transform.position.x));
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AddVectorObs(ball.transform.position.y - myArea.transform.position.y);
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AddVectorObs(invertMult * ballRb.velocity.x);
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AddVectorObs(ballRb.velocity.y);
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}
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public override void AgentAction(float[] vectorAction, string textAction)
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{
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var moveX = Mathf.Clamp(vectorAction[0], -1f, 1f) * invertMult;
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var moveY = Mathf.Clamp(vectorAction[1], -1f, 1f);
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if (moveY > 0.5 && transform.position.y - transform.parent.transform.position.y < -1.5f)
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{
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agentRb.velocity = new Vector3(agentRb.velocity.x, 7f, 0f);
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}
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agentRb.velocity = new Vector3(moveX * 30f, agentRb.velocity.y, 0f);
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if (invertX && transform.position.x - transform.parent.transform.position.x < -invertMult ||
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!invertX && transform.position.x - transform.parent.transform.position.x > -invertMult)
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{
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transform.position = new Vector3(-invertMult + transform.parent.transform.position.x,
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transform.position.y,
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transform.position.z);
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}
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textComponent.text = score.ToString();
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}
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public override void AgentReset()
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{
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invertMult = invertX ? -1f : 1f;
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transform.position = new Vector3(-invertMult * Random.Range(6f, 8f), -1.5f, 0f) + transform.parent.transform.position;
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agentRb.velocity = new Vector3(0f, 0f, 0f);
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}
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}
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