In this paper, we describe two types of seemingly opposing design and contr
ol concepts for the realization of a high performance robotic system. One o
f them is the coupled drive. It is a design and control strategy to maximiz
e the output power of the robotic system by actively coupling the drive of
installed actuators. We show two design examples of the coupled drive-desig
n of a leg mechanism and gait control of the wall-climbing robot NINJA-II,
and design of a multi-degrees-of-Freedom manipulator CT-Arm. Another is the
gravitationally decoupled actuation (GDA). This is a design and control st
rategy to maximize energy efficiency of a robotic system by means of decoup
led drive of the installed actuators. We show two design examples based on
the GDA-design of leg mechanism and control of quadruped walking robots. In
the final part of the paper, we discuss a methodology to merge the two abo
ve-mentioned seemingly contradictory design methods and apply the merged co
ncept to posture control of a walking robot on a three-dimensional terrain.