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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- 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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- PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs
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- Near-Minimax-Optimal Distributional RL with a Generative Model
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- Chain-of-Table: Evolves Tables in the LLM Reasoning Chain for Table Understanding
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- Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits
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- Memory Consolidation Enables Long-Context Video Understanding
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- States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers
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- Large Language Models Self-Discover Reasoning Structures
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- Transfer Learning for Bayesian Optimization on Heterogeneous Search Spaces
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- Fractal Patterns May Unravel the Intelligence in Next-Token Prediction
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- Robust agents learn causal world models
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- Exploration at Scale using Epistemic Neural Networks
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- Learning Universal Predictors
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- Neural Population Learning beyond Symmetric Zero-Sum Games
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- Asynchronous Local-SGD Training forLanguage Modeling
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- Directly Fine-Tuning Diffusion Models on Differentiable Rewards
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Technologies
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