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A U.S. robotics companionship has usedartificial intelligence(AI ) to give its humanoid robots a more natural - look step , and they say it ’s just the beginning .

Inthe promotional telecasting , the golem , bid Figure 02 and manufacture by the company Figure , march with a " human - comparable " pace . This is an power it arrogate will serve its robot to navigate the physical humankind more easily .

An animation showing dozens of robots walking naturally across a white background

" These initial results are exciting , but we believe they only hint at the full potential of our technology , " company representativeswrote in a web log postaccompanying its promulgation . " We ’re attached to run our learn insurance policy to handle every human - like scenario the golem might present in the real world . "

Robots have beenrunning , cartwheeling , doing backflips , breakdancing , and beating us at chess for long time now . But execute chore that come along round-eyed to man , such aswalkingin a square ancestry , grip object , tying shoe string , and navigating social situations , have proven tough for robots to master .

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A photo of a humanoid robot captured during a side flip.

The job , known asMoravec ’s Paradox , emerges because computers surpass at job that need complex calculations and large datasets , but miss our actual - world experience hone by millions of years of evolution . This puddle robot ' shuffling gait , well , robotic at best . At bad , it gives them the show that they may have grime themselves .

To take on the golem ’s unnatural pace , Figure ’s locomotive engineer used a encyclopedism technique telephone reinforcement learning — aim M of virtual automaton inside a physics simulator that recreates various terrain , thereby improving their walking through trial and error .

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Still images of the human-like robot sitting on grass.

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By rewarding the practical golem army for instinctive question , they refine their gaits to come out more human - similar . With this task carry out , they uploaded the refined " Learned Natural Walking " model to a tangible - world image 02 robot . The result is an humanoid that can move moderately by nature , with dog strikes , toe - offs and synchronized arm swings .

The Protoclone robot.

Figure ’s reenforcement scholarship proficiency is key to the California company ’s plan to roll out its golem on mill floors . It has already tested its humanoid robots in a BMW factory in 2024 and design to inclose more this year . Meanwhile , Apptronik , a Texas - based competitor , is also commercializing its humanoid golem , Apollo , for use in Mercedes - Benz factory by the end of 2025 . Agility Robotics ' Digit will also be introduce into warehouse this yr .

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