Robots are operating at unprecedented scales and in uniquely challenging environments, particularly near the human body. These robots are enabled by novel actuation, sensing, energy storage, and conversion technologies. Across different scales and between different technologies, the key metrics of performance are related on energy: how it is stored, delivered, or dissipated.