Discovering novel algorithms with AlphaTensor
Research Discovering novel algorithms with AlphaTensor Published 5 October 2022 Authors Alhussein Fawzi, Matej Balog, Bernardino Romera-Paredes, Demis Hassabis, Pushmeet Kohli First extension of AlphaZero to mathematics unlocks new possibilities for research Algorithms have helped mathematicians perform fundamental operations for thousands of years. The ancient Egyptians created an algorithm to mu
Competitive programming with AlphaCode
Research Competitive programming with AlphaCode Published 8 December 2022 Authors The AlphaCode team Note: This blog was first published on 2 Feb 2022. Following the paper’s publication in Science on 8 Dec 2022, we’ve made minor updates to the text to reflect this. Solving novel problems and setting a new milestone in competitive programming Creating solutions to unforeseen problems is second natu
Capture the Flag: the emergence of complex cooperative agents
Research Capture the Flag: the emergence of complex cooperative agents Published 30 May 2019 Authors Max Jaderberg, Wojciech Marian Czarnecki, Iain Dunning, Thore Graepel, Luke Marris Mastering the strategy, tactical understanding, and team play involved in multiplayer video games represents a critical challenge for AI research. In our latest paper, now published in the journal Science, we present
DeepMind and Blizzard open StarCraft II as an AI research environment
Company DeepMind and Blizzard open StarCraft II as an AI research environment Published 9 August 2017 Authors Oriol Vinyals, Stephen Gaffney, Timo Ewalds DeepMind's scientific mission is to push the boundaries of AI by developing systems that can learn to solve complex problems. To do this, we design agents and test their ability in a wide range of environments from the purpose-built DeepMind Lab
AlphaGo Zero: Starting from scratch
Research AlphaGo Zero: Starting from scratch Published 18 October 2017 Authors David Silver, Demis Hassabis Artificial intelligence research has made rapid progress in a wide variety of domains from speech recognition and image classification to genomics and drug discovery. In many cases, these are specialist systems that leverage enormous amounts of human expertise and data. However, for some pro
Google DeepMind
Research FermiNet: Quantum physics and chemistry from first principles Using deep learning to solve fundamental problems in computational quantum chemistry and explore how matter interacts with light Company A new generation of African talent brings cutting-edge AI to scientific challenges Food security, healthcare and exploring the cosmos are among the ways students of a new pan-African Master’s
WaveNet: A Generative Model for Raw Audio | DeepMind
Research WaveNet: A generative model for raw audio Published 8 September 2016 Authors Aäron van den Oord, Sander Dieleman This post presents WaveNet, a deep generative model of raw audio waveforms. We show that WaveNets are able to generate speech which mimics any human voice and which sounds more natural than the best existing Text-to-Speech systems, reducing the gap with human performance by ove
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