Soccer-playing robots teach themselves to score
Developing athletic ability requires practice, even for robots. Using an approach driven by trial and error called deep reinforcement learning, researchers at DeepMind helped these soccer-playing robots develop skills, agility, and techniques to improve their play--all at a higher level than could be manually programmed. The computer “agents” controlling the robots picked up the rules and nuances of the game by observing human soccer players, then playing against each other in both simulations and using real-life robots. Robots play each other to improve their game, get computational “coaching,” and even mimic defensive moves of human players. While these athletic machines may not be making starting lineups anytime soon, computer scientists hope that this ability to learn and perform complex tasks in unpredictable environments will prove useful well beyond the soccer field.
Read the research paper here: https://www.science.org/doi/10.1126/scirobotics.adi8022
Видео Soccer-playing robots teach themselves to score канала Science Magazine
Read the research paper here: https://www.science.org/doi/10.1126/scirobotics.adi8022
Видео Soccer-playing robots teach themselves to score канала Science Magazine
Показать
Комментарии отсутствуют
Информация о видео
Другие видео канала
![XX Files: Drawn to scale : Val's path [CLIP]](https://i.ytimg.com/vi/lz3Qu1-VGjE/default.jpg)
![Honey bees perfect their waggle dances by learning from elders](https://i.ytimg.com/vi/Cylim87fFgU/default.jpg)
![Millenials Talking Mobility](https://i.ytimg.com/vi/FbqJeZ355E0/default.jpg)
![Hunting microbe wields a “gatling gun” harpoon](https://i.ytimg.com/vi/9KtSQphEeKc/default.jpg)
![Can you Dance Your Ph.D.?](https://i.ytimg.com/vi/c-QlGJkQ7vY/default.jpg)
![Take a trip to a NEON site](https://i.ytimg.com/vi/M9FwORStM4w/default.jpg)
![Incredible detailed video of a mouse brain](https://i.ytimg.com/vi/t1VoPs_BlsE/default.jpg)
![Leafcutter ants use tiny prehensile "toes" to tear up leaves for their fungus farms](https://i.ytimg.com/vi/AsxxQFVlV4M/default.jpg)
![XX Files : Haptic tactics : Allison Okamura](https://i.ytimg.com/vi/Z7otVPd63v0/default.jpg)
![Astronauts use gecko-inspired grippers](https://i.ytimg.com/vi/0xXhX5qdbnU/default.jpg)
![New material lets out heat with no sweat](https://i.ytimg.com/vi/nlbEKIAzVns/default.jpg)
![These origami robots could one day deliver drugs inside your body](https://i.ytimg.com/vi/h9ray9dJd5k/default.jpg)
![Microscopic pop-up books: Turning 2D nanostructures into 3D shapes](https://i.ytimg.com/vi/77QiAjiQggk/default.jpg)
![New paper-based test can determine blood type in seconds](https://i.ytimg.com/vi/dhO1oGkTMc0/default.jpg)
![XX Files : Dig Detroit : Krysta Ryzewski](https://i.ytimg.com/vi/4TEpGC7zhK8/default.jpg)
![Evolution of Mammalian Diving Capacity](https://i.ytimg.com/vi/i7BOTMb5Znw/default.jpg)
![IBM wires up New York's Lake George](https://i.ytimg.com/vi/Rd4ShfXdUTA/default.jpg)
![How researchers created conductive gels using the body's own chemistry](https://i.ytimg.com/vi/HfbCv1ze11Q/default.jpg)
![Why do bats crash into smooth surfaces? They never ‘see’ them](https://i.ytimg.com/vi/3TPj1-luA84/default.jpg)
![Moving robotic limbs with the power of imagination](https://i.ytimg.com/vi/dAfiLE9xpVc/default.jpg)
![XX Files : Scorpion hunters : Ashlee Rowe](https://i.ytimg.com/vi/0PJUAasL_TY/default.jpg)