I tried the following:
aws s3 ls s3.console.aws.amazon.com/s3/buckets/{bucket name}
This gave me the error:
An error occurred (AccessDenied) when calling the ListObjectsV2 operation: Access Denied
Using this form worked:
aws s3 ls {bucket name}