Chinese humanoid robots' new skills: Backflips, cycling and more

Author︰Hazel

China's humanoid robots are rapidly "evolving."

After performing the traditional "Yangge Dance" on the Spring Festival Gala, domestically developed robots have mastered an ever-expanding repertoire of new skills, such as backflipping, bike-riding, and working in factories.

Let's take a look at what new skills the Chinese robots have learned and the technologies behind them.

Robots and robotic dogs performing a dance in a shopping mall.
On March 15, a group of robots and robotic dogs gave a dance performance in Hong Kong's apm shopping mall. Some of them were from Unitree Robotics. (Web Image)

Unitree and NOETIX create world's first side-flip and back-flip robots

  

Robots from Unitree Robotics (宇樹科技) have been making rapid progress. After performing the Yangge Dance at the Spring Festival Gala, they learned to walk on a balance beam and navigate "meihua zhuang" (a series of wooden stakes used in martial arts training) in less than a month.

On March 19, the Unitree G1 robot even successfully challenged standing side flip, becoming the first robot in the world to complete a side flip.

Read more: Can robots also perform the Yangko Dance and spin handkerchiefs?

Unitree robots can steadily walk across a balance beam and plum blossom stakes.
The Unitree G1 robot has excellent balance. It can walk on a balance beam, and carry weight across stakes. Walking on complex terrain with sparse stepping points require precise foot placement and stable movement abilities. (Web Image)

At the same time, the N2 robot from NOETIX (松延動力) has become the world's first robot to perform continuous backflips.

It can also perform precise actions such as single-leg hops, walking, and running easily. Although the backflip is a highly challenging action, the NOETIX team managed to teach the robot this skill in just three weeks, thanks to the support of artificial intelligence algorithms.

The team designed a "reinforcement learning" method that allows the robot to learn in a unexplored environment.

Like humans, it grows through continuous trial and error. The robot improves itself based on set standards, using "trial and error" and "punishment" to progress from simple to complex tasks. In this way it can find the most effective method to improve in the minimal time.

Read more: AI reporter and robotic dog drawing attention in China's Two Sessions

Proficient in cycling, sewing, and pouring water, AgiBot combine movement and interaction

The intelligent interactive humanoid robot "Lingxi X2" (靈犀X2) released by AgiBot (智元机器人) integrates three main functions: movement, interaction, and operation.

It has excellent balance and can ride bicycles, scooter and hoverboard. It also excels in intricate movements, capable of completing complex tasks such as grabbing, placing stuff and precise operation like sewing grapes.

AgiBot can steadily use a hoverboard
AgiBot can ride a bike flexibly and sew grapes.

Lingxi X2 not only has flexible and excellent movement capabilities but also has millisecond-level interactive response capabilities.

It is equipped with a multimodal interactive large language model "Gui Guang Dong Yu" (硅光動語), which allows it to capture emotional states by analysing human facial expressions and voice tones and then respond immediately. This interaction experience is natural and realistic, making human-machine communication closer.

In March, AgiBot unveiled its first general-purpose embodied intelligence foundation model, Genie Operator-1 (GO-1). Unlike traditional models that require massive datasets for training, GO-1 achieves rapid skill acquisition with just hundreds of data samples, adapting efficiently to diverse tasks.

With the help of GO-1, the robot of AgiBot possess ground-breaking learning capabilities—it can master household tasks like pouring water and toasting bread simply by observing human demonstration videos. 

robot can pour water and toast bread.
GO-1 assists robots in completing tasks like pouring water and toasting bread by learning from human videos. The GO-1 robot significantly outperforms existing models, achieving a 32% higher average success rate. (Web Image)

Embodied AI Robots start working in factories

Embodied intelligent robot start-up AI2Robotics (智平方科技) and Jingneng Microelectronics have officially cooperated to jointly develop an embodied robot solution for semiconductor factories, based on the embodied large model Alpha Brain and the Alpha Bot (愛寶). This marks the first application of embodied intelligence robots in advanced semiconductor factories.

Embodied intelligence is about integrating AI into physical "bodies" such as robots, giving them human-like abilities to perceive, learn, and interact with the environment like humans, as well as the capacity for thinking independently and using corresponding tools.

Alpha Bot has enabled fully unmanned operation at Jingneng without requiring production line upgrades
Alpha Bot has enabled fully unmanned operation at Jingneng without requiring production line upgrades. This breakthrough redefines Jingnengs' internal production logic, transitioning from traditional manufacturing to intelligent manufacturing. (Web Image)

The Alpha Bots working in factories features 24 degrees of freedom and a single-arm payload capacity exceeding 5kg, achieving ±1mm high-precision positioning even in large-scale operations. They can execute precise grabbing and handling tasks around the clock and gradually achieve operations such as wafer loading and consumable replacement.

After entering the factories, the Alpha Bots will continue long-term learning, accumulating operational data to validate and refine its models – thereby developing autonomous, self-evolutionary capabilities for ongoing iteration.

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