House Republicans will seek to reset the economic-policy debate Thursday, offering a broad plan to boost jobs and growth by easing tax and regulatory burdens.

The plan includes a 25% top tax rate on corporations and individuals, compared with the current 35%, as well as higher domestic-energy production, new curbs on government regulations and overhauls of U.S. patent and visa systems to help entrepreneurs and high-tech firms.

In...