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AI pioneers Scoop Turing Award for sliding learning


In 2024 he won two trail varnishing computer scientists TURING AWARD According to their work in the study of cars, a discipline learned with a test and error approach, which allows cars to adapt to limited or dynamic environments.

Andrew G. VarayiProfessor Emeritus Amherst at the University of Massachusetts; and Richard S. SuttonProfessor of Alberta University, prepared key algorithms and theories through a seminal number of documents Starting in the 1980s. This includes a reinforcement technique that calls here Temporary difference learningOpen later Duet, published an academic textbook called Strengthening Learning: Introduction.

Dear Mathematician Alan Turing (described above), prepared a paper in the 1950s after naming the TURING Computing machines and intelligence Computers were questioned and touched on the experience that they could think of similar concepts around learning.

In recent years, the learning of strengthening has taken more attention after using the technique to build a EU in Google Deepmind The world’s best Alfago players defeated. And in the last month China AI Upstart DeepSeek Tap the headlines for the R1 R1 R1 justification model, which is a reinforcing learning to create more efficient foundation models.

Andrew G. Barto and Richard S. Sutton
Andrew G. Barto and Richard S. SuttonPhoto credits:Hungry

‘Nobel Prize for Calculation’

Turing Award-run Turing Award by Accounting Machines (ACM) Association is often called “Nobel Prize for Computing”. However, the Nobel Prize itself, especially in the AI, the world of calculation around the AI; Geoff Hinton and John Hopfield He won the Nobel Prize in Physics Last year, according to their work in the Basic EU. This was followed by Deepmind’s demis Hassabis and John Jumper as soon as possible Those who awarded the Nobel Prize in Chemistry for Work on Alphafold.

“Cognitive science and psychology research zones inspired the development of strengthening the foundations for the most important advances in the EU and said the brain was working,” said ACM President Yannis Ioannidis In a press setting. “Barto and Sutton’s work is not a step now. Strengthening learning continues to grow and offers great potential to further enhance computing and many other subjects.

Includes other remarkable AI pioneers to win the TURING Award METTAND Head AI Alimi Yann LecunTop Was awarded the prize in 2018 According to Geoff Hinton and Yoshua Bengio, according to their work on deep nervous networks.

Barto and Sutton will share $ 1 million in support from Google.



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