Negative reinforcement in dog training involves removing or reducing an unpleasant stimulus to encourage a desired behavior. It's not about punishment, but about reinforcing behaviors by stopping or avoiding something aversive.
For instance, if a dog learns that sitting stops a loud noise, they're likely to sit more often. It's important to note that negative reinforcement should be used carefully and in conjunction with positive reinforcement for effective and humane training.