Renewable Energy Applied Partnerships (REAP) Act - Directs the Secretary of Energy (DOE) to establish a research pilot program for awarding grants to certain partnerships to improve education and training in support of applied sciences in renewable energy as part of a comprehensive program to enhance the quality of science, technology, engineering, and mathematics (STEM) instruction at the secondary school and undergraduate levels of education.