Jul 08

DeepMind papers at ICML 2018

The 2018 International Conference on Machine Learning will take place in Stockholm, Sweden from 10-15 July. Here you will find a schedule of DeepMind presentations at ICML.

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Dec 22

MuZero: Mastering Go, chess, shogi and Atari without rules

In a paper in the journal Nature, we describe MuZero, a significant step forward in the pursuit of general-purpose algorithms. MuZero masters Go, chess, shogi and Atari without needing to be told the rules, thanks to its ability to plan winning strategies in unknown environments.

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Dec 03

Using JAX to accelerate our research

We've found that an increasing number of projects are well served by JAX, a machine learning framework developed by Google Research teams. JAX resonates well with our engineering philosophy and has been widely adopted by our research community over the last year.

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Nov 29

AlphaFold: a solution to a 50-year-old grand challenge in biology

In a major scientific advance, the latest version of our AI system AlphaFold has been recognised as a solution to the protein folding problem by the organisers of the biennial Critical Assessment of protein Structure Prediction (CASP).

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Products and Case Studies

Deepmind - Deepmind - Dnc

We introduced a form of memory-augmented neural network called a differentiable neural computer (DNC), and demonstrated that it can learn to use its memory to answer questions about complex, structured data.

Deepmind - Deepmind - Dqn

We leveraged recent breakthroughs in training deep neural networks to show that a novel end-to-end reinforcement learning agent, termed a deep Q-network (DQN), was able to surpass the overall performance of a professional human reference player.

Deepmind - Deepmind - Alphago

AlphaGo is the first computer program to defeat a professional human Go player, the first program to defeat a Go world champion, and arguably the strongest Go player in history.

Case Study : Safety-First Ai For Autonomous Data Centre Cooling And Industrial Control | Deepmind

In 2016, DeepMind and Google jointly developed an AI-powered recommendations system to improve the energy efficiency of Google’s already highly-optimised data centres. Now we’re taking...

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Case Study : The Promising Role Of Ai In Helping Plan Treatment For Patients With Head & Neck Cancers | Deepmind

Early results from our partnership with the Radiotherapy Department at University College London Hospitals NHS Foundation Trust suggest that we are well on our way...

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Case Study : Predicting Eye Disease With Moorfields Eye Hospital | Deepmind

In August, we announced the first stage of our joint research partnership with Moorfields Eye Hospital, which showed how AI could match world-leading doctors at...

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