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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A generalist AI agent for 3D virtual environments
Introducing SIMA, a Scalable Instructable Multiworld Agent
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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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- E3x: E(3)-Equivariant Deep Learning Made Easy
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- On-Policy Distillation of Language Models: Learning from Self-Generated Mistakes
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- Directly Fine-Tuning Diffusion Models on Differentiable Rewards
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- GATS: Gather-Attend-Scatter
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- Approximating Nash Equilibria in Normal-Form Games via Stochastic Optimization
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- Generative Adversarial Equilibrium Solvers
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- NfgTransformer: Equivariant Representation Learning for Normal-form Games
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- Learning Planning-compatible Cognitive Maps with Transformers in PartiallyObserved Environments
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- Distributional reinforcement learning in prefrontal cortex
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- AutoRT: Embodied Foundation Models for Large Scale Orchestration of Robotic Agents
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- GenCast: learning skillful ensemble forecasting of medium-range weather
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- Zero-Shot Metric Depth with a Field-of-View Conditioned Diffusion Model
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- Equivariant MuZero
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- Learning Silicon Dopant Transitions in Graphene using Scanning Transmission Electron Microscopy
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- Challenges with unsupervised LLM knowledge discovery
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- Meta-in-context learning in large language models
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- Schema-learning and rebinding as mechanisms of in-context learning and emergence
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- A Definition of Continual Reinforcement Learning
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- A Simple Recipe for Contrastively Pre-training Video-First Encoders Beyond 16 Frames
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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.