The author and colleagues have designed an Exploration Center to supplement lecture-oriented teaching in large introductory physics courses. At the center, students perform hands-on homework problems derived from lecture demonstrations. The style of exploration problems is conceptual and open ended. Methods are discussed for integrating exploration homework problems with large introductory science course.