Payment gateways will allow you to charge your customer's connected to the payment gateway directly.
In the menu section, Go to Settings -> Payment Gateway.
To Disable Payment Gateways
Just click on any payment option and disable the toggle which is placed on top of each payment gateway. It will then not be available on the checkout page.
You can click on the link for a video tutorial: