ERROR - Message: Can't load the profile. Profile Dir... Selenium Web Scraping with Firefox

I am running a web scraper using selenium and from time to time, I

ERROR - Message: Can't load the profile. Profile Dir: %s If you specified a log_file in the FirefoxBinary constructor, check it for details.

I know it means selenium can't open a session but how do I resolve this? Should I put in a retry mechanism with an exponential backoff? Is it a bug in selenium?

I don't know but any help in resolving this issue would be much appreciated. Thanks.