Research
Publications
Latest research news
Discover our latest AI breakthroughs and updates from the lab
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Research
AlphaFold 3 predicts the structure and interactions of all of life’s molecules
Introducing a new AI model developed by Google DeepMind and Isomorphic Labs.
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Research
Google DeepMind at ICLR 2024
Developing next-gen AI agents, exploring new modalities, and pioneering foundational learning
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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
Publications
Explore a selection of our recent research on some of the most complex and interesting challenges in AI.
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- DiPaCo: Distributed Path Composition
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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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- Understanding Learning from Human Preferences
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- Model-free Posterior Sampling via Learning Rate Randomization
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- Demonstration-Regularized RL
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- Robust Exploration via Clustering-based Density Estimation
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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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- Towards Practical Reinforcement Learning for Tokamak Magnetic Control
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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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- AlphaTensor for Optimizing Quantum Computations
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- Genie: Generative Interactive Environments
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- When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method
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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.