You can turn this off but it can only be done from a computer or on a phone using desktop view..
While logged into Netflix on a browser, you'll need to follow these steps:
- Account
- Pick your profile under profile and parental controls
- Change playback settings
- Uncheck the 2nd box for autoplaying previews