Boston Dynamics' LittleDog robot struts its stuff in the video below. Note the dynamic double-support gait - it can support itself on just two of its four legs.
(LittleDog robot navigates rough terrain)
The experimental setup includes overhead cameras that help LittleDog analyze the terrain and plan each step. The LittleDog system is actually learning to traverse these varied and rough surfaces by computing a "cost" for each step, which compares the distance moved versus the potential for a fall.
SF readers have been looking forward to this real-world development for almost sixty years, having read about the robass with "fast-plodding, articulated legs, so necessary since roads had degenerated" from Anthony Boucher's 1951 story The Quest For St. Aquin
Humanoid Robots Tickle The Ivories
'The massive feet working the pedals, arms and hands flashing and glinting...' - Herbert Goldstone, 1953.
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MIT Computerized Bionic Leg Is Part Of The User
'The leg was to function, in a way, as a servo-mechanism operated by Larry’s brain, through the mediation of the electronic brain in the leg.'