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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- Understanding Learning from Human Preferences
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- Robust Exploration via Clustering-based Density Estimation
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- Model-free Posterior Sampling via Learning Rate Randomization
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- Demonstration-Regularized RL
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- AtP*: Efficient and scalable methods for localizing LLM behaviour to components
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- How aligned are different alignment metrics?
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- Approximating the Core of Cooperative Games
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- Towards Practical Reinforcement Learning for Tokamak Magnetic Control
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- Bad Students Make Great Teachers: Active Learning Accelerates Large Scale Visual Understanding
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- Self-supervised video pretraining yields strong image representations
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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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- AlphaTensor for Optimizing Quantum Computations
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- Genie: Generative Interactive Environments
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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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Technologies
Our next generation AI systems are solving some of the hardest scientific and engineering challenges of our time.
Impact
We’re creating transformative technologies that dramatically advance science, accelerate industry, and serve diverse communities.