DoorDash had an arbitration clause that said they would pay the filing fee. Robinhood doesn't have that in their arbitration clause. As far as I can tell, they don't specify who pays but it's possible the arbitration agency (FINRA) has some law governing that I guess.
If not, it's probably safe to assume the consumer has to pay the fee.