
Figure Source: Oriental IC
Xiaomi, Tesla and other technology companies have launched humanoid robots. The freshness of consumers is mobilized, as if the end of each new energy vehicle company is humanoid robots, and at Musk's Musk's of Musk's In understanding, the robot has more imagination than cars, and it will completely subvert human life.

Xiaomi CyberoneTML2
Tesla OptimusTML2
According to IFR data, the market size of global service robot in 2021 reached 13 With $ 200 million, sales hit a new record of 486,800 units, an increase of 27%year -on -year. In the past five years, China's service robot market has contributed more than 25%of the world's share.

1 robot learn humans?
Human growth process is a process of continuous learning. The development of robots is also indispensable to improve the learning ability. Robots that get along with human beings have unique advantages in learning human beings. Sun Fuchun, director of the Intelligent Robotics Center of the Institute of Artificial Intelligence of Tsinghua University, said in the forum: "Robots should do skill learning, imitation learning, migration learning like people."
Sun Fuchun introduced that skill learning is to continuously consolidate through learning and teaching. To form an automated and perfect way of action, in general, it is human work experience. This is also the most basic learning ability of the robot. By continuously doing tasks, the robot analyzes it from it to form an action sequence, recorded as attribute data, and finally learning is skill.

HONDA Robot
imitation learning is a human handle teaching. The robot imitates human behavior through the observation and analysis of the full perspective, and forms a data record. Sun Fuchun said that through the imitation learning of a full perspective, the skills learned by the robot can double.
has the most difficult learning and the best learning effect. This includes sample migration, characteristic migration, model migration, etc., which need to build a simulation simulation environment to allow robots to learn in a specific space. However, at present, there are relatively little experience in migration. It is still a challenge to only achieve skills migration, long -distance skill migration and lifelong skills migration.
" puts the robot's brain into the cloud, connects the robot body through the network to form a" cloud-net-end "robot architecture, allowing robots to program programming through the way of interacting with humans. " Dazhen Robotic Chairman and Chairman and Ceo Huang Xiaoqing proposed. After the implementation of the
cloud robot architecture, the computing power will also be expanded, and traditional human -based programming will no longer be required; and a robot learning, all robot sharing fleet learning methods, robotics learning ability and efficiency will be greatly improved.
In addition, Huang Xiaoqing also said that as the robot's learning ability continues to increase, it is necessary to establish a special network for the robot. In addition, the software definition network and blockchain are needed. allows each robot You can't hack . Through powerful background operations, the robot is always under the control of human beings. How does
2 define humanoid robots?
"In 2027, humanoid robots have a market capacity of 17.3 billion US dollars, and the compound growth is very fast, which will be the commanding heights of various developed countries." The hardware foundation, the technical support of the midstream and the downstream product application, all have a thick industrial foundation.
humanoid robot will be the next generation of interaction center and become a member of the family. It has strong advantages in services, production, rescue and other fields.

ARTML4 co -founder Sun Kai also believes that humanoid robots have a strong advantage in the application of human life.If the shape of the robot and human be designed is too different, it will inevitably encounter a lot of resistance and obstacles during application.
, but the human form should not be understood as both feet, hands and heads, but define it according to the shape, form, and movement of the entire robot. For example, humanoid robotic arms, "smart" brain robots are all humanoid robots.
Shanghai Minimally Invasive Medical Robot Co., Ltd. He Chao explained from an emotional explanation that human nature is wisdom, emotional, thinking, and not limited to the shape. Humanoid robots can meet human emotional communication and communication needs during the interaction, and have a lot of room for development. Which types of work can
3 robots replace?
only needs to move the finger, and takeaway food will fall from the sky from the sky. Just move your mouth, and the home robot will start service. These are no longer the plot in the movie, but the real life of the future.

"The entire chain of real -time retail can be involved in robots in each link." Mao Mao, the person in charge of the drone business, introduced that the delivery speed of the drone can reach 3 km/15 minutes. The drone sent 75,000 orders, ranking second in the world. In the office scene,
, Meituan launched a service robot combined with the building, which can send the goods to the station through access control and elevator to replace the work of the front desk and sending the delivery.
Midea Group chief AI official and general manager of Tang Jian, general manager of AI Innovation Center, introduced that "Xiaowe" robot mainly plays AI housekeeper, family assistant, security guards and technology playmates at home. Essence
"The ultimate goal of is to achieve clothes to reach out and open the mouth ." Tang Jian said that now smart home is still in the passive service stage, and people need instructions to execute, and the next stage will realize home robots. Essence Robots can perceive the state of users, identify users' intentions, learn the user's habits, and provide information on the environment and equipment through IoT technology to provide active services.
has a repeated epidemic, and robots are used in nucleic acid detection . Sun Fuchun said that the fourth -generation pharyngeal tester robot has created a completely intelligent all -in -one machine. It only takes 45 minutes from the collection to the result to the health code .
Author / IT Times Correspondent Shen Yibin
Edit / Kick Girl
Types / Ji Jiaying
Picture / Xiaomi Tesla Waic East Ic
Source / "IT Times" public account vittimes
