At the end of each battle, your character's HP will be totally recovered! The game is being tuned so that individual battles are tough and you won't win unless you think.
Not really sure how that's going to work out...It's probably going to be the first RPG to use this kind of system as far as I know, unless you want to include all those games that restore the characters' HP upon leveling up.