Yes you can. There's a key drop off box right next to the valet parking booth. I use it all the time. Just make sure the fuel level of your rental is exactly where it needs to be. Excellent customer service representatives. Nadia is the best!
If they allow you to do a key drop at the front desk of the hotel, you might be able to pull it off. Call and check with them before they close to confirm though
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