From eeb46585e707cca8c0c5001d53cb157155eec25c Mon Sep 17 00:00:00 2001 From: Ciakon Date: Sat, 6 Apr 2024 01:16:28 +0200 Subject: [PATCH] Training Area is ready --- Assets/AgentController.cs | 213 +- Assets/Demonstrations.meta | 8 + Assets/Demonstrations/BensonYouRetard.demo | Bin 0 -> 492799 bytes .../Demonstrations/BensonYouRetard.demo.meta | 10 + .../ML-Agents/Timers/AI training_timers.json | 2 +- Assets/Materials.meta | 8 + Assets/Materials/Red.mat | 83 + Assets/Materials/Red.mat.meta | 8 + Assets/Prefabs/TrainingArea.prefab | 4341 +++++++++++++++++ Assets/Prefabs/TrainingArea.prefab.meta | 7 + Assets/Scenes/AI Training.unity | 3635 +------------- Assets/Scripts/Checkpoint.cs | 8 + Assets/Scripts/Checkpoint.cs.meta | 11 + .../BurstAotSettings_StandaloneWindows.json | 18 + ProjectSettings/CommonBurstAotSettings.json | 6 + 15 files changed, 4744 insertions(+), 3614 deletions(-) create mode 100644 Assets/Demonstrations.meta create mode 100644 Assets/Demonstrations/BensonYouRetard.demo create mode 100644 Assets/Demonstrations/BensonYouRetard.demo.meta create mode 100644 Assets/Materials.meta create mode 100644 Assets/Materials/Red.mat create mode 100644 Assets/Materials/Red.mat.meta create mode 100644 Assets/Prefabs/TrainingArea.prefab create mode 100644 Assets/Prefabs/TrainingArea.prefab.meta create mode 100644 Assets/Scripts/Checkpoint.cs create mode 100644 Assets/Scripts/Checkpoint.cs.meta create mode 100644 ProjectSettings/BurstAotSettings_StandaloneWindows.json create mode 100644 ProjectSettings/CommonBurstAotSettings.json diff --git a/Assets/AgentController.cs b/Assets/AgentController.cs index 2e685de..c7b294e 100644 --- a/Assets/AgentController.cs +++ b/Assets/AgentController.cs @@ -8,6 +8,7 @@ using UnityEngine.UIElements; using System.Linq; using Unity.Mathematics; using Unity.VisualScripting; +using System.Reflection; public class AgentController : Agent { @@ -19,11 +20,16 @@ public class AgentController : Agent public float autoBrake = 100; WheelControl[] wheels; Rigidbody rigidBody; - public Transform Target; //(35..39, 0.25, -20..-30) + public List checkpoints; Vector3 startPosition; Quaternion startRotation; + int currentStep = 0; + int stepsSinceCheckpoint = 0; + public int maxStepsPerCheckpoint = 300; + // Start is called before the first frame update + [System.Obsolete] void Start() { rigidBody = GetComponent(); @@ -35,6 +41,7 @@ public class AgentController : Agent public override void OnEpisodeBegin() { + int stepsSinceCheckpoint = 0; // reset wheels foreach (var wheel in wheels) { @@ -43,61 +50,68 @@ public class AgentController : Agent wheel.WheelCollider.steerAngle = 0; } + // reset car + transform.localPosition = startPosition; transform.localRotation = startRotation; rigidBody.velocity = Vector3.zero; rigidBody.angularVelocity = Vector3.zero; - Target.localPosition = new Vector3(UnityEngine.Random.Range(35f, 39f), - 0.25f, - UnityEngine.Random.Range(-30f, -20f)); + // reset checkpoints + + foreach (GameObject checkpoint in checkpoints) + { + checkpoint.GetComponent().isCollected = false; + } } public override void CollectObservations(VectorSensor sensor) { - // Target and Agent positions - sensor.AddObservation(Target.localPosition.x); - sensor.AddObservation(Target.localPosition.z); + Transform currentCheckpoint = checkpoints[0].transform; + foreach (GameObject checkpoint in checkpoints) + { + bool isCollected = checkpoint.GetComponent().isCollected; + + if (!isCollected) + { + currentCheckpoint = checkpoint.transform; + break; + } + } + + sensor.AddObservation(currentCheckpoint.localPosition.x); + sensor.AddObservation(currentCheckpoint.localPosition.z); + + + // agent sensor.AddObservation(transform.localPosition.x); sensor.AddObservation(transform.localPosition.z); + sensor.AddObservation(transform.rotation.eulerAngles.y); // Agent velocity - - // calculate forward velocity var FullVelocityMagnitude = rigidBody.velocity.magnitude; // Velocity including angular velocity - var angularMagnitude = rigidBody.angularVelocity.magnitude; - var forwardMagnitude = Mathf.Sqrt( Mathf.Pow(FullVelocityMagnitude, 2) - Mathf.Pow(angularMagnitude, 2)); // Agent velocity in forward direction + sensor.AddObservation(FullVelocityMagnitude); - // add obserevations - if (forwardMagnitude >= 0.001) - sensor.AddObservation(forwardMagnitude); - else - sensor.AddObservation(FullVelocityMagnitude); + + // sensor.AddObservation(wheels[0].WheelCollider.motorTorque); + // sensor.AddObservation(wheels[0].WheelCollider.brakeTorque); + // sensor.AddObservation(wheels[0].WheelCollider.steerAngle); - sensor.AddObservation(angularMagnitude); + // // calculate forward velocity + // var FullVelocityMagnitude = rigidBody.velocity.magnitude; // Velocity including angular velocity + // var angularMagnitude = rigidBody.angularVelocity.magnitude; - } + // var forwardMagnitude = Mathf.Sqrt( Mathf.Pow(FullVelocityMagnitude, 2) - Mathf.Pow(angularMagnitude, 2)); // Agent velocity in forward direction - void Update() - { - if (Input.GetKeyDown("space")) - { - foreach (var wheel in wheels) - { - wheel.WheelCollider.brakeTorque = 0; - wheel.WheelCollider.motorTorque = 0; - wheel.WheelCollider.steerAngle = 0; - } - transform.localPosition = startPosition; - transform.localRotation = startRotation; - rigidBody.velocity = Vector3.zero; - rigidBody.angularVelocity = Vector3.zero; + // // add obserevations + // if (forwardMagnitude >= 0.001) + // sensor.AddObservation(forwardMagnitude); + // else + // sensor.AddObservation(FullVelocityMagnitude); + + // sensor.AddObservation(angularMagnitude); - Target.localPosition = new Vector3(UnityEngine.Random.Range(35f, 39f), - 0.25f, - UnityEngine.Random.Range(-30f, -20f)); - } } public override void OnActionReceived(ActionBuffers actions) @@ -169,8 +183,6 @@ public class AgentController : Agent wheel.WheelCollider.brakeTorque = 0; } - - if (isStopping) { // If the user is trying to go in the opposite direction @@ -182,16 +194,50 @@ public class AgentController : Agent wheel.WheelCollider.brakeTorque = (Mathf.Abs(vInput) * brakeTorque + autoBrake) * 5; } - // wheel.WheelCollider.motorTorque = 0; + } + } + // rewards + + Transform currentCheckpoint = checkpoints[0].transform; + foreach (GameObject checkpoint in checkpoints) + { + bool isCollected = checkpoint.GetComponent().isCollected; + + if (!isCollected) + { + currentCheckpoint = checkpoint.transform; + break; } } - // rewards - float distanceToTarget = Vector3.Distance(transform.localPosition, Target.localPosition); + var closestPoint = currentCheckpoint.GetComponent().ClosestPointOnBounds(transform.localPosition); + var distanceToCheckpoint = Vector3.Distance(transform.localPosition, closestPoint); - if (distanceToTarget < 0.5f) + if (distanceToCheckpoint < 0.3f) { + + Debug.Log(currentCheckpoint.name); + + currentCheckpoint.GetComponent().isCollected = true; + stepsSinceCheckpoint = 0; + + if (currentCheckpoint == checkpoints[checkpoints.Count - 1].transform) + { + SetReward(10f); + EndEpisode(); + + Debug.Log("END"); + } + SetReward(1.0f); + } + + currentStep += 1; + stepsSinceCheckpoint += 1; + + if (stepsSinceCheckpoint >= maxStepsPerCheckpoint) + { + stepsSinceCheckpoint = 0; EndEpisode(); } } @@ -200,8 +246,6 @@ public class AgentController : Agent { var discreteActionsOut = actionsOut.DiscreteActions; - Debug.Log(Input.GetAxis("Vertical")); - discreteActionsOut[0] = 2; discreteActionsOut[1] = 2; @@ -215,83 +259,4 @@ public class AgentController : Agent if (Input.GetAxis("Horizontal") > 0.5) discreteActionsOut[1] = 1; } - -// // Update is called once per frame -// void FixedUpdate() -// { -// float vInput = Input.GetAxis("Vertical"); -// float hInput = Input.GetAxis("Horizontal"); - -// // Calculate current speed in relation to the forward direction of the car -// // (this returns a negative number when traveling backwards) -// float forwardSpeed = Vector3.Dot(transform.forward, rigidBody.velocity); - - -// // Calculate how close the car is to top speed -// // as a number from zero to one -// float speedFactor = Mathf.InverseLerp(0, maxSpeed / 4, forwardSpeed); - -// // Use that to calculate how much torque is available -// // (zero torque at top speed) -// float currentMotorTorque = Mathf.Lerp(motorTorque, 0, speedFactor); - -// // …and to calculate how much to steer -// // (the car steers more gently at top speed) - -// float currentSteerRange = Mathf.Lerp(steeringRange, steeringRangeAtMaxSpeed, speedFactor); - -// // Check whether the user input is in the same direction -// // as the car's velocity -// bool isAccelerating = Mathf.Sign(vInput) == Mathf.Sign(forwardSpeed); - -// bool isStopping = vInput == 0; // range - -// bool isBraking = (vInput < 0 && forwardSpeed > 0) || (vInput > 0 && forwardSpeed < 0); - -// if (vInput > 0 && forwardSpeed < 0) -// { -// isAccelerating = false; -// } - -// foreach (var wheel in wheels) -// { -// // Apply steering to Wheel colliders that have "Steerable" enabled -// if (wheel.steerable) -// { -// wheel.WheelCollider.steerAngle = hInput * currentSteerRange; -// } - -// if (isBraking) -// { -// wheel.WheelCollider.brakeTorque = Mathf.Abs(vInput) * brakeTorque; -// //wheel.WheelCollider.motorTorque = 0; -// } - -// if (isAccelerating) -// { -// // Apply torque to Wheel colliders that have "Motorized" enabled -// if (wheel.motorized) -// { -// wheel.WheelCollider.motorTorque = vInput * currentMotorTorque; -// } -// wheel.WheelCollider.brakeTorque = 0; -// } - - - -// if (isStopping) -// { -// // If the user is trying to go in the opposite direction -// // apply brakes to all wheels -// wheel.WheelCollider.brakeTorque = Mathf.Abs(vInput) * brakeTorque + autoBrake; - -// if (forwardSpeed < 0) -// { -// wheel.WheelCollider.brakeTorque = (Mathf.Abs(vInput) * brakeTorque + autoBrake) * 5; -// } - -// // wheel.WheelCollider.motorTorque = 0; -// } -// } -// } -} +} \ No newline at end of file diff --git a/Assets/Demonstrations.meta b/Assets/Demonstrations.meta new file mode 100644 index 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