Administrators can collect and review FortiSOAR logs for troubleshooting in two primary ways. First, they can download logs directly from the GUI, which provides access to various logs through an intuitive interface. Secondly, using the command-line interface, the csacta log --collect command can be used to gather all logs within a specified directory, enabling more detailed offline analysis. Both methods offer comprehensive log collection to aid in diagnosing and resolving issues.