I need to travel from Paris to Nice in May 2015; how soon can I book a train ticket online, that will allow the maximum discount? Are there any further discounts available for buying two tickets instead of one?

Also, are en route stopovers (e.g. Avignon or Aix-en-Provence) available free of charge or is a supplement payable? How many days can my stopover be?