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SQLAGENTUSERROLE is not used to publish the logs to Cloudwatch it rather acts as an agent to manage certain administrative tasks, you can refer Using SQL Server Agent to understand what tasks are supported. Please note since RDS is a managed service it can restrict to perform certain administrative actions.
You can publish RDS MS SQL agent logs to Cloudwatch which is achieved using a service linked IAM role, refer Specifying the logs to publish to CloudWatch Logs and Publishing SQL Server logs to Amazon CloudWatch Logs for more information on it.
Hope it helps and if it does, I would appreciate if answer can be accepted so that community can benefit for clarity when searching for similar enquirers in Repost, thank you ;)
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How did you configure RDS to publish logs to Cloud Watch? Did you followed below procedure. Check on permissions. https://docs.aws.amazon.com/AmazonRDS/latest/UserGuide/USER_LogAccess.Concepts.SQLServer.html#USER_LogAccess.SQLServer.PublishtoCloudWatchLogs