//Put this script on your blue cube. using System.Collections; using System.Collections.Generic; using UnityEngine; public class PushAgentBasic : Agent { /// /// The ground. The bounds are used to spawn the elements. /// public GameObject ground; public GameObject area; /// /// The area bounds. /// [HideInInspector] public Bounds areaBounds; PushBlockAcademy academy; /// /// The goal to push the block to. /// public GameObject goal; /// /// The block to be pushed to the goal. /// public GameObject block; /// /// Detects when the block touches the goal. /// [HideInInspector] public GoalDetect goalDetect; Rigidbody blockRB; //cached on initialization Rigidbody agentRB; //cached on initialization Material groundMaterial; //cached on Awake() RayPerception rayPer; /// /// We will be changing the ground material based on success/failue /// Renderer groundRenderer; void Awake() { // There is one brain in the scene so this should find our brain. brain = FindObjectOfType(); academy = FindObjectOfType(); //cache the academy } public override void InitializeAgent() { base.InitializeAgent(); goalDetect = block.GetComponent(); goalDetect.agent = this; rayPer = GetComponent(); // Cache the agent rigidbody agentRB = GetComponent(); // Cache the block rigidbody blockRB = block.GetComponent(); // Get the ground's bounds areaBounds = ground.GetComponent().bounds; // Get the ground renderer so we can change the material when a goal is scored groundRenderer = ground.GetComponent(); // Starting material groundMaterial = groundRenderer.material; } public override void CollectObservations() { float rayDistance = 12f; float[] rayAngles = { 0f, 45f, 90f, 135f, 180f, 110f, 70f }; string[] detectableObjects; detectableObjects = new string[] { "block", "goal", "wall" }; AddVectorObs(rayPer.Perceive(rayDistance, rayAngles, detectableObjects, 0f, 0f)); AddVectorObs(rayPer.Perceive(rayDistance, rayAngles, detectableObjects, 1.5f, 0f)); } /// /// Use the ground's bounds to pick a random spawn position. /// public Vector3 GetRandomSpawnPos() { bool foundNewSpawnLocation = false; Vector3 randomSpawnPos = Vector3.zero; while (foundNewSpawnLocation == false) { float randomPosX = Random.Range(-areaBounds.extents.x * academy.spawnAreaMarginMultiplier, areaBounds.extents.x * academy.spawnAreaMarginMultiplier); float randomPosZ = Random.Range(-areaBounds.extents.z * academy.spawnAreaMarginMultiplier, areaBounds.extents.z * academy.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; } /// /// Called when the agent moves the block into the goal. /// public void IScoredAGoal() { // We use a reward of 5. AddReward(5f); // By marking an agent as done AgentReset() will be called automatically. Done(); // Swap ground material for a bit to indicate we scored. StartCoroutine(GoalScoredSwapGroundMaterial(academy.goalScoredMaterial, 0.5f)); } /// /// Swap ground material, wait time seconds, then swap back to the regular material. /// IEnumerator GoalScoredSwapGroundMaterial(Material mat, float time) { groundRenderer.material = mat; yield return new WaitForSeconds(time); // Wait for 2 sec groundRenderer.material = groundMaterial; } /// /// Moves the agent according to the selected action. /// public void MoveAgent(float[] act) { Vector3 dirToGo = Vector3.zero; Vector3 rotateDir = Vector3.zero; int action = Mathf.FloorToInt(act[0]); // Goalies and Strikers have slightly different action spaces. switch (action) { case 0: dirToGo = transform.forward * 1f; break; case 1: dirToGo = transform.forward * -1f; break; case 2: rotateDir = transform.up * 1f; break; case 3: rotateDir = transform.up * -1f; break; case 4: dirToGo = transform.right * -0.75f; break; case 5: dirToGo = transform.right * 0.75f; break; } transform.Rotate(rotateDir, Time.fixedDeltaTime * 200f); agentRB.AddForce(dirToGo * academy.agentRunSpeed, ForceMode.VelocityChange); } /// /// Called every step of the engine. Here the agent takes an action. /// public override void AgentAction(float[] vectorAction, string textAction) { // Move the agent using the action. MoveAgent(vectorAction); // Penalty given each step to encourage agent to finish task quickly. AddReward(-1f / agentParameters.maxStep); } /// /// Resets the block position and velocities. /// void ResetBlock() { // Get a random position for the block. block.transform.position = GetRandomSpawnPos(); // Reset block velocity back to zero. blockRB.velocity = Vector3.zero; // Reset block angularVelocity back to zero. blockRB.angularVelocity = Vector3.zero; } /// /// In the editor, if "Reset On Done" is checked then AgentReset() will be /// called automatically anytime we mark done = true in an agent script. /// public override void AgentReset() { int rotation = Random.Range(0, 4); float rotationAngle = rotation * 90f; area.transform.Rotate(new Vector3(0f, rotationAngle, 0f)); ResetBlock(); transform.position = GetRandomSpawnPos(); agentRB.velocity = Vector3.zero; agentRB.angularVelocity = Vector3.zero; } }