We study how to solve problems using computers, based on approaches such as search, constraint solving, and machine learning. Our research focuses on developing intelligent methods for deriving solutions to a wide range of problems, including decision-making in games and estimation based on information extracted from images. Through these research activities, students engage in the entire process from algorithm design and implementation to experimental evaluation, thereby developing problem-solving skills from both theoretical and practical perspectives.