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Robots fitted with AI developed by Google’s DeepMind have figured out how to play football. The miniature humanoid robots, which are about knee height, were able to make tackles, score goals and easily recover from falls when tripped. In order to learn how to play, AI researchers first used DeepMind’s state-of-the-art MuJoCo physics engine to train virtual versions of the robots in decades of match simulations. The simulated robots were rewarded if their movements led to improved performance, such as winning the ball from an opponent or scoring a goal. Once they were sufficiently capable of performing the basic skills, DeepMind researchers then transferred the AI into real-life versions of the bipedal bots, who were able to play one-on-one games of football against each other with no additional training required. “The trained soccer players exhibit robust and dynamic movement skills, such as rapid fall recovery, walking, turning, kicking and more,” DeepMind noted in a blog post. “The agents also developed a basic strategic understanding of the game, and learned, for instance, to anticipate ball movements and to block opponent shots. “Although the robots are inherently fragile, minor hardware modifications, together with basic regularisation of the behaviour during training led the robots to learn safe and effective movements while still performing in a dynamic and agile way.” A paper detailing the research, titled ‘Learning agile soccer skills for a bipedal robot with deep reinforcement learning’, is currently under peer-review. Previous DeepMind research on football-playing AI has used different team set ups, increasing the number of players in order to teach simulated humanoids how to work as a team. The researchers say the work will not only advance coordination between AI systems, but also offer new pathways towards building artificial general intelligence (AGI) that is of an equivalent or superiour level to humans. Read More 10 ways AI will change the world – from curing cancer to wiping out humanity DeepMind boss says human-level AI is just a few years away Apple finally launches two professional apps on the iPad UK-based tech company claims quantum computing ‘breakthrough’

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Eight simple lifestyle changes could add more than 20 years to your life, research suggests. According to a study, presented at the annual meeting of the American Society for Nutrition in Boston, making minor changes even if you are already middle aged could pay massive dividends when it comes to extending your life. “Our research findings suggest that adopting a healthy lifestyle is important for both public health and personal wellness,” said Xuan-Mai T Nguyen, a health science specialist involved in the work at the US Department of Veteran Affairs. “The earlier the better, but even if you only make a small change in your 40s, 50s, or 60s, it still is beneficial,” she added. So what are the lifestyle changes? Sign up to our free Indy100 weekly newsletter They are: Eat well. Avoid cigarettes. Get a good night’s sleep. Be physically active. Manage stress. Avoid binge drinking. Be free from opioid addiction. Have positive social relationships. Who knew stopping smoking was so good for you?... The research drew on data from questionnaires and medical records collected between 2011 and 2019. The records covered more than 700,000 US veterans aged from 40 to 99 who were enrolled in the Veterans Affairs’ Million Veteran Program. “Men and women who adopted eight therapeutic lifestyle factors could gain 23.7 or 22.6 years of life expectancy, respectively, at age 40 years compared to those with no adopted lifestyle factors,” the authors write. However, as the study was done through observation, the work cannot prove a causal link between the factors identified and differences in lifespan. Have your say in our news democracy. Click the upvote icon at the top of the page to help raise this article through the indy100 rankings.