Oscar, I have a thermostat at work
It helps a lot. The best temperature is 75-85 degrees Fahrenheit (see sticky thread "How to germinate peony seeds indoors").
When I grew my first 2 batches of seeds I did not move the seeds to cooler place (45-60 degrees Fahrenheit as Tracey wrote), I watched every seed individually and moved to 35-40 degrees Fahrenheit after they grew roots 2" or more. This time I decided to find a place with 45-60 degrees Fahrenheit, so far no success
Any ideas?