Well, if you can get them from better conditions they may have more of a chance, but with conditions at most chain stores shrimp, as they are much more sensitive then most fish, are hit or miss. The ones from local pet shops, which I rarely go into, have alright stock with shrimp.
Amano shrimp are hardy. Someone on another forum was spot dosing black beard algae with excel and on accident sprayed the excel in one of the amano's face. That would usually kill most shrimp, but it was totally fine. Don't try it though.
15 Gallon NPT
1g no tech bowl in the making