In reinforcement learning, feedback can come in the form of both positive and negative influences. Positive reinforcement encourages a certain response while on the other hand, negative discouragement acts to impede any undesirable behavior from occurring. For this reason, it is critical for the learning system to be able to differentiate which action produces desirable results versus those that don't so as not to have its progress impeded by ineffective responses.