DeepRacer

• prefix: deepracer

Table of Contents

Privileges

CloneReinforcementLearningModel

• description: Grants permission to clone existing DeepRacer models
• access level: Write
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    },
    "track": {
        "resource_type": "track",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

CreateAccountResources

• description: Grants permission to create resources needed by DeepRacer on behalf of the user
• access level: Write
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

CreateLeaderboardSubmission

• description: Grants permission to submit DeepRacer models to be evaluated for leaderboards
• access level: Write
• resource types

{
    "leaderboard": {
        "resource_type": "leaderboard",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    },
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

CreateReinforcementLearningModel

• description: Grants permission to create reinforcement learning models for DeepRacer
• access level: Write
• resource types

{
    "track": {
        "resource_type": "track",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

DeleteAccountResources

• description: Grants permission to delete resources created by DeepRacer on behalf of the user
• access level: Write
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

DeleteModel

• description: Grants permission to delete DeepRacer models
• access level: Write
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetAccountResources

• description: Grants permission to retrieve the resources created by DeepRacer on behalf of the user
• access level: Read
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetAlias

• description: Grants permission to retrieve the user's alias for submitting DeepRacer models to leaderboards
• access level: Read
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetEvaluation

• description: Grants permission to retrieve information about existing DeepRacer models' evaluation jobs
• access level: Read
• resource types

{
    "evaluation_job": {
        "resource_type": "evaluation_job",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetLatestUserSubmission

• description: Grants permission to retrieve information about how the latest submitted DeepRacer model for a user performed on a leaderboard
• access level: Read
• resource types

{
    "leaderboard": {
        "resource_type": "leaderboard",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetLeaderboard

• description: Grants permission to retrieve information about leaderboards
• access level: Read
• resource types

{
    "leaderboard": {
        "resource_type": "leaderboard",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetModel

• description: Grants permission to retrieve information about existing DeepRacer models
• access level: Read
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetRankedUserSubmission

• description: Grants permission to retrieve information about the performance of a user's DeepRacer model that got placed on a leaderboard
• access level: Read
• resource types

{
    "leaderboard": {
        "resource_type": "leaderboard",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetTrack

• description: Grants permission to retrieve information about DeepRacer tracks
• access level: Read
• resource types

{
    "track": {
        "resource_type": "track",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

GetTrainingJob

• description: Grants permission to retrieve information about existing DeepRacer models' training job
• access level: Read
• resource types

{
    "training_job": {
        "resource_type": "training_job",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

ListEvaluations

• description: Grants permission to list DeepRacer models' evaluation jobs
• access level: List
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

ListLeaderboardSubmissions

• description: Grants permission to list all the submissions of DeepRacer models of a user on a leaderboard
• access level: List
• resource types

{
    "leaderboard": {
        "resource_type": "leaderboard",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

ListLeaderboards

• description: Grants permission to list all the available leaderboards
• access level: List
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

ListModels

• description: Grants permission to list all existing DeepRacer models
• access level: List
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

ListTracks

• description: Grants permission to list all DeepRacer tracks
• access level: List
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

ListTrainingJobs

• description: Grants permission to list DeepRacer models' training jobs
• access level: List
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

SetAlias

• description: Grants permission to set the user's alias for submitting DeepRacer models to leaderboards
• access level: Write
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}

StartEvaluation

• description: Grants permission to evaluate DeepRacer models in a simulated environment
• access level: Write
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    },
    "track": {
        "resource_type": "track",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

StopEvaluation

• description: Grants permission to stop DeepRacer model evaluations
• access level: Write
• resource types

{
    "evaluation_job": {
        "resource_type": "evaluation_job",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

StopTrainingReinforcementLearningModel

• description: Grants permission to stop training DeepRacer models
• access level: Write
• resource types

{
    "reinforcement_learning_model": {
        "resource_type": "reinforcement_learning_model",
        "required": true,
        "condition_keys": [],
        "dependent_actions": []
    }
}

TestRewardFunction

• description: Grants permission to test reward functions for correctness
• access level: Write
• resource types

{
    "": {
        "resource_type": "",
        "required": false,
        "condition_keys": [],
        "dependent_actions": []
    }
}