Since it is just shrimp the babies have a higher chance of making it because there are no fish to eat them.
I hear a good plant to have with shrimp is java moss, shrimp love it! It also makes a good hiding place and provides food for the shrimp (the shrimp don't eat the plant they eat the stuff that grows on it or at least that is my understanding).