Research
Publications
Latest research news
Discover our latest AI breakthroughs and updates from the lab
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Research
TacticAI: an AI assistant for football tactics
As part of our multi-year collaboration with Liverpool FC, we develop a full AI system that can advise coaches on corner kicks
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Research
A generalist AI agent for 3D virtual environments
Introducing SIMA, a Scalable Instructable Multiworld Agent
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Research
AlphaGeometry: An Olympiad-level AI system for geometry
Advancing AI reasoning in mathematics
Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
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- Approximating the Core of Cooperative Games
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- Self-supervised video pretraining yields strong image representations
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- Bad Students Make Great Teachers: Active Learning Accelerates Large Scale Visual Understanding
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- Set Learning for Accurate and Calibrated Models
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- A density estimation perspective on learning from pairwise human preferences
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- Intriguing Properties of Generative Classifers
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- Learning a Fourier Transform for Linear Relative Positional Encodings in Transformers
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- On Limitations of the Transformer Architecture
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- Genie: Generative Interactive Environments
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- AlphaTensor for Optimizing Quantum Computations
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- OmniPred: Language Models as Universal Regressors
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- When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
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- The Next 700 ML-Enabled Compiler Optimizations
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- Simulacra as Conscious Exotica
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- Learning to Learn Faster from Human Feedback with Language Model Predictive Control
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- A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts
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- Experts Don't Cheat: Learning What You Don't Know by Predicting Pairs
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- Premise Order Matters in Reasoning with Large Language Models
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- A Distributional Analogue to the Successor Representation
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- Near-Minimax-Optimal Distributional RL with a Generative Model
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