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Sony's AI Robot Ace Beats Human Pros at Table Tennis in Milestone Study

Sony's robotic arm named Ace has defeated professional table tennis players using reinforcement learning, marking a key advance in adaptive robotics. The study, published in Nature, highlights the robot's ability to compete at expert human levels. Researchers emphasize fairness and comparability to human skills.

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4 sources·Apr 23, 7:00 PM(1 day ago)·2m read
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Sony's AI Robot Ace Beats Human Pros at Table Tennis in Milestone Studyrobohub.org
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A robotic arm developed by Sony, named Ace, has defeated professional table tennis players, achieving expert-level performance in a competitive sport, according to a study published Wednesday in the journal Nature. Sony pitted Ace against high-skill athletes and reported that the robot won against all but one of four players in matches held in December.

The company built an Olympic-sized table tennis court at its headquarters in Tokyo for these experiments, ensuring a level playing field.

Ace learned to play table tennis through reinforcement learning, a method that relies on experience rather than manual programming. A Sony AI researcher and co-author of the study said, “There’s no way to program a robot by hand to play table tennis.

” The robot features nine camera eyes positioned around the court and follows the ball’s logo to measure its spin.

The custom-built robot has eight joints that direct its movements, enabling it to position the racket, execute shots, and respond swiftly to opponents. ” Sony designed Ace's speed, arm’s reach, and performance to be comparable to a skilled athlete.

The robot plays by official table tennis rules on a typically sized court. The president of Sony AI said, “It’s very easy to build a superhuman table tennis robot. You build a machine that sucks in the ball and shoots it out much faster than a human can return it.

But that’s not the goal here. ” Sony stated that Ace represents the first time a robot has achieved human expert-level play in a commonly played competitive sport in the physical world. Some athletes expressed surprise at Ace's prowess during the experiments.

@FortuneMagazine reported that Japanese professional players Minami Ando and Kakeru Sone competed against the robot, with umpires from the Japanese Table Tennis Association judging the games. Another expert, Kinjiro Nakamura, who competed in the 1992 Barcelona Olympics, observed Ace perform a shot and said no one else would have been able to do that, adding that it means there is a possibility a human could do it too.

After initial experiments, Sony researchers continued training Ace, accelerating its shot speeds and making it play more aggressively closer to the table edge.

Sony is hardly the first to tackle robots in table tennis. John Billingsley helped pioneer such contests in 1983 in a paper titled “Robot Ping-Pong.”

Key Facts

Robot Ace defeats pros
Sony's Ace defeated all but one of four high-skill players in December matches.
Learning method
Ace learned table tennis via reinforcement learning, as stated by researcher Peter Dürr.
Robot specifications
Ace has nine camera eyes, eight joints, and follows ball logo for spin measurement.
Performance comparability
Ace's speed and reach comparable to athlete training 20 hours weekly, per Michael Spranger.
Historical context
Builds on 1983 robot ping-pong paper by John Billingsley.

Story Timeline

6 events
  1. 2026-04-22

    Study on Sony's robot Ace published in the journal Nature.

    4 sources@FortuneMagazine · abcnews.go.com · japantoday.com · flipboard.com
  2. 2025-12

    Sony's robot Ace defeated all but one of four high-skill players in table tennis matches.

    1 source@FortuneMagazine
  3. 2026-04-19

    Related news on unrelated topics like Trump and Navy actions mentioned in sources, but not core to story.

    1 sourceabcnews.go.com
  4. 1983

    John Billingsley helped pioneer robot table tennis contests with a paper titled 'Robot Ping-Pong.'

    2 sources@FortuneMagazine · flipboard.com
  5. 1992

    Kinjiro Nakamura competed in the Barcelona Olympics, later observing Ace's performance.

    1 source@FortuneMagazine
  6. Recent (2026)

    Sony built an Olympic-sized table tennis court at Tokyo headquarters for experiments.

    4 sources@FortuneMagazine · abcnews.go.com · japantoday.com · flipboard.com

Potential Impact

  1. 01

    Advances in adaptive robotics could enhance manufacturing efficiency with faster, flexible robots.

  2. 02

    May inspire further AI research in physical sports and human-machine interaction.

  3. 03

    Potential applications in other industries requiring speed in changing environments.

  4. 04

    Could raise discussions on ethical uses, such as in military contexts, though not pursued here.

Transparency Panel

Sources cross-referenced4
Framing risk0/100 (low)
Confidence score75%
Synthesized bySubstrate AI
Word count458 words
PublishedApr 23, 2026, 7:00 PM
Bias signals removed3 across 3 outlets
Signal Breakdown
Loaded 1sensational 1dismissive 1

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