Model

A reinforcement learning model trained for DeepRacer autonomous racing.

Autonomous VehiclesMachine LearningReinforcement LearningRobotics

Properties

Name	Type	Description
modelArn	string	The ARN uniquely identifying the reinforcement learning model.
modelName	string	The display name of the model.
creationTime	string	Timestamp when the model was created.
lastModifiedTime	string	Timestamp when the model was last updated.
modelStatus	string	Current status of the model.
trainingJobArn	string	ARN of the SageMaker training job that produced this model.
rewardFunction	string	Python reward function code used during training.

View JSON Schema on GitHub

JSON Schema

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "$id": "https://api-evangelist.github.io/amazon-deepracer/json-schema/model-schema.json",
  "title": "Model",
  "description": "A reinforcement learning model trained for DeepRacer autonomous racing.",
  "type": "object",
  "properties": {
    "modelArn": {
      "type": "string",
      "description": "The ARN uniquely identifying the reinforcement learning model."
    },
    "modelName": {
      "type": "string",
      "description": "The display name of the model."
    },
    "creationTime": {
      "type": "string",
      "format": "date-time",
      "description": "Timestamp when the model was created."
    },
    "lastModifiedTime": {
      "type": "string",
      "format": "date-time",
      "description": "Timestamp when the model was last updated."
    },
    "modelStatus": {
      "type": "string",
      "description": "Current status of the model.",
      "enum": [
        "TRAINING",
        "READY",
        "FAILED",
        "STOPPED"
      ]
    },
    "trainingJobArn": {
      "type": "string",
      "description": "ARN of the SageMaker training job that produced this model."
    },
    "rewardFunction": {
      "type": "string",
      "description": "Python reward function code used during training."
    }
  }
}