This bill requires the Department of Energy and Department of Agriculture to carry out cross-cutting and collaborative research and development activities through the establishment of an interagency agreement. The agencies are authorized to (1) carry out reimbursable agreements in order to maximize research and development effectiveness, and (2) collaborate with other federal agencies. Further, the interagency agreement must require the use of a competitive, merit-reviewed process, which considers applications from federal agencies, national laboratories, institutions of higher education, and nonprofit institutions. Research and development activities may include collaborative research in a variety of focus areas such as machine learning and artificial intelligence, biofuels and biobased products, grid modernization and security, rural technology development, and wildfire risks and prevention;developing methods to accommodate large voluntary standardized and integrated data sets on agricultural, environmental, supply chain, and economic information;supporting research infrastructure and workforce development; andcollaborative research and development on ways to improve agriculture operations and processing efficiencies, and reduce greenhouse gas emissions.