SmarmySeaurchin8 when calling with --stop , you need to use the exact same command-line used to start the agent, with the --stop flag added. In your case:
trains-agent --config-file /opt/trains/trains.conf daemon --detached --cpu-only --queue important_cpu_queue cpu_queue --stop