AQT maintains a history of batch jobs you have run. This is held in file job_history.txt in your History Directory.
You can view this log in Manage Batch Jobs > History.
This:
Job will be blank if your *.bat file doesn't contain the set aqtcmd=%cmdcmdline% statement at the start. When this statement is not present, AQT is unable to determine the name of the batch file which is running the job.