Rewards and punishments get discussed an awful lot in the dog world.
If you want to be more precise, though, you need to go the behavioral route, and talk about reinforcement. In dog training books, and on sites, you may or may not have seen the little grid with "positive reinforcement", "negative reinforcement", "positive punishment", and "negative punishment" in it.
Now in this case, positive and negative may not mean what you think they mean. Nor does punishment.