Robot dynamics is a field of study within robotics and mechanical engineering that investigates the relationship between forces, torques, and the resulting motion of robotic systems. It involves deriving, analyzing, and utilizing the equations of motion to model, predict, and control robot behavior under various external and internal loads, providing the foundation for simulation, performance analysis, and advanced control system design.