Investigate the theoretical foundations of construction automation and robotics, focusing on the integration of advanced technologies such as artificial intelligence, machine learning, and autonomous systems into construction processes. Discuss robotic construction equipment, $3$ D printing technologies, and automated construction management systems, and assess their potential to improve productivity, quality, and safety in the construction industry.