Two robots were drawn after the collapse in the first human football match of artificial intelligence.
In the event in Beijing, four teams were held in fully independent games 3-1 at the weekend, with no human intervention and supervision.
Equipped with advanced visual sensors, robots were able to identify the ball and move in the field.
They were designed to stand alone after falling, but during the race, some of them still have to get out of the ground by humans by humans.
Other robots tried to kick the ball, while the slow movement between the players was also common.

The event was supported as a preview of the World Human Robot Games in China in China and followed the first Homeroid boxing match earlier this year.
China is making progress in trying to develop human robots with artificial intelligence, using sports competitions such as marathon, boxing and football as a real land in the real world.
Cheng Hoo, the founder and CEO of Booster Robotics, a company that supplies the robot players, said sports competitions provide ideal testing for human robots and help accelerate the development of both algorithms and integrated hardware systems.
He also emphasized safety as a major concern in using humanitarian robots.
“In the future, we may arrange for robots to play football,” he said. This means that we have to make sure that the robots are completely safe. ”
“For example, a robot and a human being can play a race where the winner is not important, but the actual offensive and defensive interaction takes place. It helps the audience to trust and understand that robots are safe.”
Booster Robotics has provided hardware for all four university teams, while each school’s research team has developed and embedded its algorithms for perception, decision making, player makers and pass strategies-including variables such as speed, force and direction.
In the final race, Thu Robotics Tsinghua University defeated the Chinese University of Agriculture at the Chinese University of Agriculture with a 5-3 win to win the championship.
Mr. Wu, a supporter of Tsinghua, celebrated his victory and praised the competition.
“They did really well,” he said. “But the mountain sea team (from the University of Agriculture) was also impressive. They brought many surprises.”

Other leading artificial intelligence companies use football as a way to develop artificial intelligence at the human level, while Deepmind Google reflects miniature football robots in 2023.
These robots showed a strategic understanding of the game, such as blocking opposition photos, however, it was illegal.
Additional report from agencies