Gato is a deep neural network for a range of complex tasks that exhibits multimodality. It can perform tasks such as engaging in a dialogue, playing video games, controlling a robot arm to stack blocks, and more. It was created by researchers at London-based AI firm DeepMind. It is a transformer, like GPT-3.[1] According to MIT Technology Review, the system "learns multiple different tasks at the same time, which means it can switch between them without having to forget one skill before learning another" whereas "[t]he AI systems of today are called “narrow,” meaning they can only do a specific, restricted set of tasks such as generate text",[2] and according to The Independent, it is a "'generalist agent' that can carry out a huge range of complex tasks, from stacking blocks to writing poetry".[3] It uses supervised learning with 1.2B parameters.[4] The technology has been described as "general purpose" artificial intelligence and a "step toward" artificial general intelligence.[5]
gato, deepmind, gato, deep, neural, network, range, complex, tasks, that, exhibits, multimodality, perform, tasks, such, engaging, dialogue, playing, video, games, controlling, robot, stack, blocks, more, created, researchers, london, based, firm, deepmind, tr. Gato is a deep neural network for a range of complex tasks that exhibits multimodality It can perform tasks such as engaging in a dialogue playing video games controlling a robot arm to stack blocks and more It was created by researchers at London based AI firm DeepMind It is a transformer like GPT 3 1 According to MIT Technology Review the system learns multiple different tasks at the same time which means it can switch between them without having to forget one skill before learning another whereas t he AI systems of today are called narrow meaning they can only do a specific restricted set of tasks such as generate text 2 and according to The Independent it is a generalist agent that can carry out a huge range of complex tasks from stacking blocks to writing poetry 3 It uses supervised learning with 1 2B parameters 4 The technology has been described as general purpose artificial intelligence and a step toward artificial general intelligence 5 GatoOriginal author s DeepMindInitial releaseMay 12 2022Websitewww wbr deepmind wbr comReferences edit Ray Tiernan May 14 2022 DeepMind s Gato is mediocre so why did they build it ZDNet Heikkila Melissa May 23 2022 The hype around DeepMind s new AI model misses what s actually cool about it MIT Technology Review Cuthbertson Anthony 23 May 2022 The Game is Over Google s DeepMind says it is on verge of achieving human level AI The Independent Reed Scott Zolna Konrad Parisotto Emilio Sergio Gomez Colmenarejo Novikov Alexander Barth Maron Gabriel Gimenez Mai Sulsky Yury Kay Jackie Jost Tobias Springenberg Eccles Tom Bruce Jake Razavi Ali Edwards Ashley Heess Nicolas Chen Yutian Hadsell Raia Vinyals Oriol Bordbar Mahyar de Freitas Nando 12 May 2022 A Generalist Agent arXiv 2205 06175 cs AI Wiggers Kyle May 13 2022 DeepMind s new AI can perform over 600 tasks from playing games to controlling robots TechCrunchFurther reading editMatthew Sparkes May 19 2022 Is DeepMind s Gato AI really a human level intelligence breakthrough New Scientist nbsp This Google related article is a stub You can help Wikipedia by expanding it vte Retrieved from https en wikipedia org w index php title Gato DeepMind amp oldid 1212031284, wikipedia, wiki, book, books, library,
