Yes, most browsers from the last 5-10 years will try the other A records if one fails to respond. This is sometimes called "browser retry" or "client retry" apparently. You'll pretty much only find stuff about it in the context of the various browser exploits which this feature enables against sites not using it (see DNS rebinding and DNS pinning, anti-dns pinning, anti-anti-dns pinning, anti-anti-anti-dns pinning, and so on). Kind of a bad reputation, but it does prove it exists.
Pretty much every browser does indeed receive the full list of A records, and does indeed check others if the one it is using fails. You can expect each client to have a 30 second wait when they first try to access a site when a server is down, until it connects to a working address. The browser will then cache which address is working and continue using that one for future requests unless it also fails, then it will have to search through the list again. So 30 second wait on first request, fine thereafter.
But it isn't something you necessarily want to use, it's going to have lots of caveats about browser compatibility, os compatibility, proxy compatibility, cache-control headers are going to have weird effects on whether it remembers which IPs are down or starts having that 30 second wait on every request, people writing custom clients for your site are going to end up using gethostbyname instead of getaddrinfo and not be able to handle the failover, all sorts of potential problems.
You also can't rely on multiple A records to allow for "master" and "slave" servers, because you'll never know which address a browser is going to pick out of the list. They all need to be just as capable of handling visitors if running, because any one might get traffic if it's up. A browser might think your third server out of the list is the most appealing, maybe it looks the closest, and it will choose that one even though all three are still up.
But if you can live with the limitations and have a reasonably simple HTTP system that you can predict the browser interaction with, it will work.
Oh, you'll also have to deal with a lot of people telling you this doesn't exist (since that was true 15 years ago). But you can try telneting to a domain name with several A records, some with dead IPs and some good ones, if you need to prove it (yes, even good old telnet now uses getaddrinfo and handles multiple A records gracefully these days) -- it will print out a nice list of the IPs it's trying until it finally succeeds.