SummaryEnergy autonomous robots need to take care of their own energy supply. In the absence of a charging station, the robot will have to replenish its energy in other ways. Alternative energy sources available to a robot in an outdoor environment may include unrefined biomass, sun and wind. As these energy sources are limited, energy efficiency of mobile robots is of key importance.With this research, we want to make a step toward energy autonomous legged robots. For this, we have two key objectives: increase insight in the mechanisms of energy loss and contribute toward the improvement of energy efficiency.In the first part of this thesis, the energy losses in legged robots are discussed. The active supporting of the system mass and the additional movement of the legs contribute to the high energy consumption in legged vehicles. However, how significant the contributions of the various causes of energy loss are, is not well understood. We investigate the mechanisms of energy loss in electric actuators to understand their contribution to energy (in)efficiency. As a part of this effort, a method to select a motor-gearbox combination for energy efficiency is presented and evaluated to show the possible impact. We conclude that for most robotic applications, electric actuators are the dominant cause of energy losses. Selecting a motor-gearbox combination for energy efficiency can provide a significant improvement in the efficiency. However, the energy losses in the motor-gearbox combination remain significant.As an alternative to using only electric actuators for actuation, an actuation principle that incorporates a mechanical storage element and a Continuously Variable Transmission (CVT) in the drive-train is discussed. This actuation principle is named Controlled Passive Actuation (CPA). The envisioned benefits are twofold: first, separation of the energy supply function and the servoing function enables using the electric actuator in its most efficient range of operation; and, second, by incorporating the capability to recycle energy within the mechanical domain, the energy loss in the electric actuator can be avoided.An important component in this actuation principle is the CVT and in the ii second part of this thesis, two CVT's that were designed for application in Controlled Passive Actuation are discussed. The first design in a lever with a pivot that moves along the lever. It is shown that the design is conceptually suitable for application in Controlled Passive Actuation and that the mechanical design needs improvement. The second design is based on two spheres of which the relative orientation can be changed to adapt the transmission ratio. This concept is named Dual-Hemi CVT. A prototype was built and experimental results show that it is suitable for application in CPA.In the third part of this thesis, two versions of CPA are discussed. In the first version of CPA, a flywheel is used as mechanical storage element. By changing the rate of the transmission ratio of the Continuously Variable Transmission,...