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A six-legged robot vehicle with eighteen independently powered joints has been constructed at Ohio State University. This paper describes design trade-offs and computer-control concepts as they relate to this machine. the structure of the computer software used for interactive real-time vehicle control is described in some detail. This software is organized so as to permit sequential on-line optimization of stability, tertain adaptability, and energy in the motion of the vehicle over unenev terrain.