//Put this script on your blue cube. using System.Collections; using System.Collections.Generic; using UnityEngine; using System.Linq; public class WallJumpAgent : Agent { // Depending on this value, the wall will have different height int configuration; // Brain to use when no wall is present public Brain noWallBrain; // Brain to use when a jumpable wall is present public Brain smallWallBrain; // Brain to use when a wall requiring a block to jump over is present public Brain bigWallBrain; public GameObject ground; public GameObject spawnArea; Bounds spawnAreaBounds; public GameObject goal; public GameObject shortBlock; public GameObject wall; Rigidbody shortBlockRB; Rigidbody agentRB; Material groundMaterial; Renderer groundRenderer; WallJumpAcademy academy; RayPerception rayPer; public float jumpingTime; public float jumpTime; // This is a downward force applied when falling to make jumps look // less floaty public float fallingForce; // Use to check the coliding objects public Collider[] hitGroundColliders = new Collider[3]; Vector3 jumpTargetPos; Vector3 jumpStartingPos; string[] detectableObjects; public override void InitializeAgent() { academy = FindObjectOfType(); rayPer = GetComponent(); configuration = Random.Range(0, 5); detectableObjects = new string[] { "wall", "goal", "block" }; agentRB = GetComponent(); shortBlockRB = shortBlock.GetComponent(); spawnAreaBounds = spawnArea.GetComponent().bounds; groundRenderer = ground.GetComponent(); groundMaterial = groundRenderer.material; spawnArea.SetActive(false); } // Begin the jump sequence public void Jump() { jumpingTime = 0.2f; jumpStartingPos = agentRB.position; } /// /// Does the ground check. /// /// true, if the agent is on the ground, /// false otherwise. /// The width of the box used to perform /// the ground check. public bool DoGroundCheck(float boxWidth) { hitGroundColliders = new Collider[3]; Physics.OverlapBoxNonAlloc( gameObject.transform.position + new Vector3(0, -0.05f, 0), new Vector3(boxWidth / 2f, 0.5f, boxWidth / 2f), hitGroundColliders, gameObject.transform.rotation); bool grounded = false; foreach (Collider col in hitGroundColliders) { if (col != null && col.transform != this.transform && (col.CompareTag("walkableSurface") || col.CompareTag("block") || col.CompareTag("wall"))) { grounded = true; //then we're grounded break; } } return grounded; } /// /// Moves a rigidbody towards a position smoothly. /// /// Target position. /// The rigidbody to be moved. /// The velocity to target during the /// motion. /// The maximum velocity posible. void MoveTowards( Vector3 targetPos, Rigidbody rb, float targetVel, float maxVel) { Vector3 moveToPos = targetPos - rb.worldCenterOfMass; Vector3 velocityTarget = moveToPos * targetVel * Time.fixedDeltaTime; if (float.IsNaN(velocityTarget.x) == false) { rb.velocity = Vector3.MoveTowards( rb.velocity, velocityTarget, maxVel); } } public override void CollectObservations() { float rayDistance = 20f; float[] rayAngles = { 0f, 45f, 90f, 135f, 180f, 110f, 70f }; AddVectorObs(rayPer.Perceive( rayDistance, rayAngles, detectableObjects, 0f, 0f)); AddVectorObs(rayPer.Perceive( rayDistance, rayAngles, detectableObjects, 2.5f, 2.5f)); Vector3 agentPos = agentRB.position - ground.transform.position; AddVectorObs(agentPos / 20f); AddVectorObs(DoGroundCheck(0.4f) ? 1 : 0); } /// /// Gets a random spawn position in the spawningArea. /// /// The random spawn position. public Vector3 GetRandomSpawnPos() { Vector3 randomSpawnPos = Vector3.zero; float randomPosX = Random.Range(-spawnAreaBounds.extents.x, spawnAreaBounds.extents.x); float randomPosZ = Random.Range(-spawnAreaBounds.extents.z, spawnAreaBounds.extents.z); randomSpawnPos = spawnArea.transform.position + new Vector3(randomPosX, 0.45f, randomPosZ); return randomSpawnPos; } /// /// Chenges the color of the ground for a moment /// /// The Enumerator to be used in a Coroutine /// The material to be swaped. /// The time the material will remain. IEnumerator GoalScoredSwapGroundMaterial(Material mat, float time) { groundRenderer.material = mat; yield return new WaitForSeconds(time); //wait for 2 sec groundRenderer.material = groundMaterial; } public void MoveAgent(float[] act) { AddReward(-0.0005f); bool smallGrounded = DoGroundCheck(0.4f); bool largeGrounded = DoGroundCheck(1.0f); Vector3 dirToGo = Vector3.zero; Vector3 rotateDir = Vector3.zero; int action = Mathf.FloorToInt(act[0]); switch (action) { case 0: dirToGo = transform.forward * 1f * (largeGrounded ? 1f : 0.5f); break; case 1: dirToGo = transform.forward * -1f * (largeGrounded ? 1f : 0.5f); break; case 2: rotateDir = transform.up * -1f; break; case 3: rotateDir = transform.up * 1f; break; case 4: dirToGo = transform.right * -0.6f * (largeGrounded ? 1f : 0.5f); break; case 5: dirToGo = transform.right * 0.6f * (largeGrounded ? 1f : 0.5f); break; case 6: if ((jumpingTime <= 0f) && smallGrounded) { Jump(); } break; } transform.Rotate(rotateDir, Time.fixedDeltaTime * 300f); agentRB.AddForce(dirToGo * academy.agentRunSpeed, ForceMode.VelocityChange); if (jumpingTime > 0f) { jumpTargetPos = new Vector3(agentRB.position.x, jumpStartingPos.y + academy.agentJumpHeight, agentRB.position.z) + dirToGo; MoveTowards(jumpTargetPos, agentRB, academy.agentJumpVelocity, academy.agentJumpVelocityMaxChange); } if (!(jumpingTime > 0f) && !largeGrounded) { agentRB.AddForce( Vector3.down * fallingForce, ForceMode.Acceleration); } jumpingTime -= Time.fixedDeltaTime; } public override void AgentAction(float[] vectorAction, string textAction) { MoveAgent(vectorAction); if ((!Physics.Raycast(agentRB.position, Vector3.down, 20)) || (!Physics.Raycast(shortBlockRB.position, Vector3.down, 20))) { Done(); SetReward(-1f); ResetBlock(shortBlockRB); StartCoroutine( GoalScoredSwapGroundMaterial(academy.failMaterial, .5f)); } } // Detect when the agent hits the goal void OnTriggerEnter(Collider col) { if (col.gameObject.CompareTag("goal") && DoGroundCheck(0.4f)) { SetReward(1f); Done(); StartCoroutine( GoalScoredSwapGroundMaterial(academy.goalScoredMaterial, 2)); } } //Reset the orange block position void ResetBlock(Rigidbody blockRB) { blockRB.transform.position = GetRandomSpawnPos(); blockRB.velocity = Vector3.zero; blockRB.angularVelocity = Vector3.zero; } public override void AgentReset() { ResetBlock(shortBlockRB); transform.localPosition = new Vector3( 18 * (Random.value - 0.5f), 1, -12); configuration = Random.Range(0, 5); agentRB.velocity = default(Vector3); } private void FixedUpdate() { if (configuration != -1) { ConfigureAgent(configuration); configuration = -1; } } /// /// Configures the agent. Given an integer config, the wall will have /// different height and a different brain will be assigned to the agent. /// /// Config. /// If 0 : No wall and noWallBrain. /// If 1: Small wall and smallWallBrain. /// Other : Tall wall and BigWallBrain. void ConfigureAgent(int config) { if (config == 0) { wall.transform.localScale = new Vector3( wall.transform.localScale.x, academy.resetParameters["no_wall_height"], wall.transform.localScale.z); GiveBrain(noWallBrain); } else if (config == 1) { wall.transform.localScale = new Vector3( wall.transform.localScale.x, academy.resetParameters["small_wall_height"], wall.transform.localScale.z); GiveBrain(smallWallBrain); } else { float height = academy.resetParameters["big_wall_min_height"] + Random.value * (academy.resetParameters["big_wall_max_height"] - academy.resetParameters["big_wall_min_height"]); wall.transform.localScale = new Vector3( wall.transform.localScale.x, height, wall.transform.localScale.z); GiveBrain(bigWallBrain); } } }