6 Real-World Examples of Natural Language Processing
Language is an essential part of our most basic interactions. The same has also become true of technology. At the…
Deep Learning
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BYOL-Explore: Exploration with Bootstrapped Prediction
Second-person and top-down views of a BYOL-Explore agent solving Thow-Across level of DM-HARD-8, whereas pure RL and other baseline exploration…
Leading a movement to strengthen machine learning in Africa
Avishkar Bhoopchand, a research engineer on the Game Theory and Multi-agent team, shares his journey to DeepMind and how he’s…
Working together with YouTube
Our latest collaboration Making YouTube Shorts more searchable Bite-sized mobile videos are more popular than ever before. YouTube Shorts –…
DeepMind’s latest research at ICML 2022
Paving the way for generalised systems with more effective and efficient AI Starting this weekend, the thirty-ninth International Conference on…
Perceiver AR: general-purpose, long-context autoregressive generation
Over the last few years, autoregressive Transformers have brought a steady stream of breakthroughs in generative modeling. These models generate…
What Is Hybrid Natural Language Understanding?
Table of Contents 1. What is Hybrid Natural Language Understanding? 2. Different Approaches to NLU2.1 Rule- and Knowledge Graph-based (Symbolic)…
AlphaFold reveals the structure of the protein universe
Read about solving protein folding at deepmind.com/AlphaFold and see a timeline of our breakthrough here. It’s been one year since…
Realising scientists are the real superheroes
Meet Edgar Duéñez-Guzmán, a research engineer on our Multi-Agent Research team who’s drawing on knowledge of game theory, computer science,…
Discovering when an agent is present in a system
New, formal definition of agency gives clear principles for causal modelling of AI agents and the incentives they face We…