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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- Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
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- Mirasol3B: A Multimodal Autoregressive Model for Time-Aligned and Contextual Modalities
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- Bayes' Rays: uncertainty quantification for neural radiance fields
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- Learning 3D Particle-based Simulators from RGB-D Videos
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- CORRELATED NOISE PROVABLY BEATS INDEPENDENT NOISE FOR DIFFERENTIALLY PRIVATE LEARNING
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- Deep SE(3)-Equivariant Geometric Reasoning for Precise Placement Tasks
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- Privacy Amplification by Sampling for the Matrix Mechanism.
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- Teach LLMs to Phish: Stealing Private Information from Language Models
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- Language Modeling Is Compression
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- Kalman Filter for Online Classification of Non-Stationary Data
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- π2vec: Policy Representations with SuccessorFeatures
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- DiPaCo: Distributed Path Composition
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- Demonstration-Regularized RL
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- Model-free Posterior Sampling via Learning Rate Randomization
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- Robust Exploration via Clustering-based Density Estimation
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- Understanding Learning from Human Preferences
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- Prosody for Intuitive Robotic Interface Design: It's Not What You Said, It's How You Said It
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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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