Actions, resources, and condition keys for AWS DeepRacer - Service Authorization Reference

Actions, resources, and condition keys for AWS DeepRacer

AWS DeepRacer (service prefix: deepracer) provides the following service-specific resources, actions, and condition context keys for use in IAM permission policies.

References:

Actions defined by AWS DeepRacer

You can specify the following actions in the Action element of an IAM policy statement. Use policies to grant permissions to perform an operation in AWS. When you use an action in a policy, you usually allow or deny access to the API operation or CLI command with the same name. However, in some cases, a single action controls access to more than one operation. Alternatively, some operations require several different actions.

The Resource types column indicates whether each action supports resource-level permissions. If there is no value for this column, you must specify all resources ("*") in the Resource element of your policy statement. If the column includes a resource type, then you can specify an ARN of that type in a statement with that action. Required resources are indicated in the table with an asterisk (*). If you specify a resource-level permission ARN in a statement using this action, then it must be of this type. Some actions support multiple resource types. If the resource type is optional (not indicated as required), then you can choose to use one but not the other.

For details about the columns in the following table, see Actions table.

Actions Description Access level Resource types (*required) Condition keys Dependent actions
AddLeaderboardAccessPermission [permission only] Grants permission to add access for a private leaderboard Write

leaderboard*

deepracer:UserToken

deepracer:MultiUser

AdminGetAccountConfig [permission only] Grants permission to get current admin multiuser configuration for this account Read
AdminListAssociatedResources [permission only] Grants permission to list all deepracer users with their associated resources created under this account Read
AdminListAssociatedUsers [permission only] Grants permission to list user data for all users associated with this account Read
AdminManageUser [permission only] Grants permission to manage a user associated with this account Write
AdminSetAccountConfig [permission only] Grants permission to set configuration options for this account Write
CloneReinforcementLearningModel [permission only] Grants permission to clone an existing DeepRacer model Write

reinforcement_learning_model*

track*

aws:RequestTag/${TagKey}

aws:TagKeys

deepracer:UserToken

deepracer:MultiUser

CreateCar [permission only] Grants permission to create a DeepRacer car in your garage Write

aws:RequestTag/${TagKey}

aws:TagKeys

deepracer:UserToken

deepracer:MultiUser

CreateLeaderboard [permission only] Grants permission to create a leaderboard Write

aws:RequestTag/${TagKey}

aws:TagKeys

deepracer:UserToken

deepracer:MultiUser

CreateLeaderboardAccessToken [permission only] Grants permission to create an access token for a private leaderboard Write

leaderboard*

deepracer:UserToken

deepracer:MultiUser

CreateLeaderboardSubmission [permission only] Grants permission to submit a DeepRacer model to be evaluated for leaderboards Write

leaderboard*

reinforcement_learning_model*

aws:RequestTag/${TagKey}

aws:TagKeys

deepracer:UserToken

deepracer:MultiUser

CreateReinforcementLearningModel [permission only] Grants permission to create ra einforcement learning model for DeepRacer Write

track*

aws:RequestTag/${TagKey}

aws:TagKeys

deepracer:UserToken

deepracer:MultiUser

DeleteLeaderboard [permission only] Grants permission to delete a leaderboard Write

leaderboard*

deepracer:UserToken

deepracer:MultiUser

DeleteModel [permission only] Grants permission to delete a DeepRacer model Write

reinforcement_learning_model*

deepracer:UserToken

deepracer:MultiUser

EditLeaderboard [permission only] Grants permission to edit a leaderboard Write

leaderboard*

deepracer:UserToken

deepracer:MultiUser

GetAccountConfig [permission only] Grants permission to get current multiuser configuration for this account Read

deepracer:UserToken

deepracer:MultiUser

GetAlias [permission only] Grants permission to retrieve the user's alias for submitting a DeepRacer model to leaderboards Read

deepracer:UserToken

deepracer:MultiUser

GetAssetUrl [permission only] Grants permission to download artifacts for an existing DeepRacer model Read

reinforcement_learning_model*

deepracer:UserToken

deepracer:MultiUser

GetCar [permission only] Grants permission to retrieve a specific DeepRacer car from your garage Read

car*

deepracer:UserToken

deepracer:MultiUser

GetCars [permission only] Grants permission to view all the DeepRacer cars in your garage Read

deepracer:UserToken

deepracer:MultiUser

GetEvaluation [permission only] Grants permission to retrieve information about an existing DeepRacer model's evaluation jobs Read

evaluation_job*

deepracer:UserToken

deepracer:MultiUser

GetLatestUserSubmission [permission only] Grants permission to retrieve information about how the latest submitted DeepRacer model for a user performed on a leaderboard Read

leaderboard*

deepracer:UserToken

deepracer:MultiUser

GetLeaderboard [permission only] Grants permission to retrieve information about leaderboards Read

leaderboard*

deepracer:UserToken

deepracer:MultiUser

GetModel [permission only] Grants permission to retrieve information about an existing DeepRacer model Read

reinforcement_learning_model*

deepracer:UserToken

deepracer:MultiUser

GetPrivateLeaderboard [permission only] Grants permission to retrieve information about private leaderboards Read

leaderboard*

deepracer:UserToken

deepracer:MultiUser

GetRankedUserSubmission [permission only] Grants permission to retrieve information about the performance of a user's DeepRacer model that got placed on a leaderboard Read

leaderboard*

deepracer:UserToken

deepracer:MultiUser

GetTrack [permission only] Grants permission to retrieve information about DeepRacer tracks Read

track*

GetTrainingJob [permission only] Grants permission to retrieve information about an existing DeepRacer model's training job Read

training_job*

deepracer:UserToken

deepracer:MultiUser

ImportModel [permission only] Grants permission to import a reinforcement learning model for DeepRacer Write

deepracer:UserToken

deepracer:MultiUser

ListEvaluations [permission only] Grants permission to list a DeepRacer model's evaluation jobs Read

reinforcement_learning_model*

deepracer:UserToken

deepracer:MultiUser

ListLeaderboardSubmissions [permission only] Grants permission to list all the DeepRacer model submissions of a user on a leaderboard Read

leaderboard*

deepracer:UserToken

deepracer:MultiUser

ListLeaderboards [permission only] Grants permission to list all the available leaderboards Read

deepracer:UserToken

deepracer:MultiUser

ListModels [permission only] Grants permission to list all existing DeepRacer models Read

deepracer:UserToken

deepracer:MultiUser

ListPrivateLeaderboardParticipants [permission only] Grants permission to retrieve participant information about private leaderboards Read

leaderboard*

deepracer:UserToken

deepracer:MultiUser

ListPrivateLeaderboards [permission only] Grants permission to list all the available private leaderboards Read

deepracer:UserToken

deepracer:MultiUser

ListSubscribedPrivateLeaderboards [permission only] Grants permission to list all the subscribed private leaderboards Read

deepracer:UserToken

deepracer:MultiUser

ListTagsForResource Grants permission to lists tag for a resource Read

car

evaluation_job

leaderboard

leaderboard_evaluation_job

reinforcement_learning_model

training_job

aws:ResourceTag/${TagKey}

deepracer:UserToken

deepracer:MultiUser

ListTracks [permission only] Grants permission to list all DeepRacer tracks Read
ListTrainingJobs [permission only] Grants permission to list a DeepRacer model's training jobs Read

reinforcement_learning_model*

deepracer:UserToken

deepracer:MultiUser

MigrateModels [permission only] Grants permission to migrate previous reinforcement learning models for DeepRacer Write
PerformLeaderboardOperation [permission only] Grants permission to performs the leaderboard operation mentioned in the operation attribute Write

leaderboard

deepracer:UserToken

deepracer:MultiUser

RemoveLeaderboardAccessPermission [permission only] Grants permission to remove access for a private leaderboard Write

leaderboard*

deepracer:UserToken

deepracer:MultiUser

SetAlias [permission only] Grants permission to set the user's alias for submitting a DeepRacer model to leaderboards Write

deepracer:UserToken

deepracer:MultiUser

StartEvaluation [permission only] Grants permission to evaluate a DeepRacer model in a simulated environment Write

reinforcement_learning_model*

track*

aws:RequestTag/${TagKey}

aws:TagKeys

deepracer:UserToken

deepracer:MultiUser

StopEvaluation [permission only] Grants permission to stop DeepRacer model evaluations Write

evaluation_job*

deepracer:UserToken

deepracer:MultiUser

StopTrainingReinforcementLearningModel [permission only] Grants permission to stop training a DeepRacer model Write

reinforcement_learning_model*

deepracer:UserToken

deepracer:MultiUser

TagResource Grants permission to tag a resource Tagging

car

evaluation_job

leaderboard

leaderboard_evaluation_job

reinforcement_learning_model

training_job

aws:TagKeys

aws:RequestTag/${TagKey}

aws:ResourceTag/${TagKey}

deepracer:UserToken

deepracer:MultiUser

TestRewardFunction [permission only] Grants permission to test reward functions for correctness Write
UntagResource Grants permission to untag a resource Tagging

car

evaluation_job

leaderboard

leaderboard_evaluation_job

reinforcement_learning_model

training_job

aws:TagKeys

aws:RequestTag/${TagKey}

aws:ResourceTag/${TagKey}

deepracer:UserToken

deepracer:MultiUser

UpdateCar [permission only] Grants permission to update a DeepRacer car in your garage Write

car*

deepracer:UserToken

deepracer:MultiUser

Resource types defined by AWS DeepRacer

The following resource types are defined by this service and can be used in the Resource element of IAM permission policy statements. Each action in the Actions table identifies the resource types that can be specified with that action. A resource type can also define which condition keys you can include in a policy. These keys are displayed in the last column of the table. For details about the columns in the following table, see Resource types table.

Resource types ARN Condition keys
car arn:${Partition}:deepracer:${Region}:${Account}:car/${ResourceId}

aws:ResourceTag/${TagKey}

evaluation_job arn:${Partition}:deepracer:${Region}:${Account}: evaluation_job/${ResourceId}

aws:ResourceTag/${TagKey}

leaderboard arn:${Partition}:deepracer:${Region}::leaderboard/${ResourceId}

aws:ResourceTag/${TagKey}

leaderboard_evaluation_job arn:${Partition}:deepracer:${Region}:${Account}:leaderboard_evaluation_job/${ResourceId}

aws:ResourceTag/${TagKey}

reinforcement_learning_model arn:${Partition}:deepracer:${Region}:${Account}:model/reinforcement_learning/${ResourceId}

aws:ResourceTag/${TagKey}

track arn:${Partition}:deepracer:${Region}::track/${ResourceId}
training_job arn:${Partition}:deepracer:${Region}:${Account}:training_job/${ResourceId}

aws:ResourceTag/${TagKey}

Condition keys for AWS DeepRacer

AWS DeepRacer defines the following condition keys that can be used in the Condition element of an IAM policy. You can use these keys to further refine the conditions under which the policy statement applies. For details about the columns in the following table, see Condition keys table.

To view the global condition keys that are available to all services, see Available global condition keys.

Condition keys Description Type
aws:RequestTag/${TagKey} Filters actions by tag key-value pairs in the request String
aws:ResourceTag/${TagKey} Filters actions by tag key-value pairs attached to the resource String
aws:TagKeys Filters actions by tag keys in the request ArrayOfString
deepracer:MultiUser Filters access by multiuser flag Bool
deepracer:UserToken Filters access by user token in the request String