NASA’s Jet Propulsion Laboratory and university partners are building a case for sending four-legged robots, modeled on the agility of dogs, to explore the Moon and Mars with minimal human oversight.

The silent and vast dunes of White Sands National Park stretch endlessly, but these days their stillness is broken by the trot of a dog-like robot bound for Mars. One of the largest gypsum dune fields ...