Promissory estoppel[0] exists, but is kind of hard to get any money out of it, and depends on the circumstances and state you live in. Note that, in general, if you renege on a job offer after accepting, all that happens is the company blacklists you.
[0]: https://www.lawyers.com/legal-info/labor-employment-law/job-...