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Research
Competitive programming with AlphaCode
Solving novel problems and setting a new milestone in competitive programming.
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Research
AI for the board game Diplomacy
Successful communication and cooperation have been crucial for helping societies advance throughout history. The closed environments of board games can serve as a sandbox for modelling and...
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Research
Mastering Stratego, the classic game of imperfect information
Game-playing artificial intelligence (AI) systems have advanced to a new frontier.
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Research
DeepMind’s latest research at NeurIPS 2022
NeurIPS is the world’s largest conference in artificial intelligence (AI) and machine learning (ML), and we’re proud to support the event as Diamond sponsors, helping foster the exchange of...
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Research
Building interactive agents in video game worlds
Most artificial intelligence (AI) researchers now believe that writing computer code which can capture the nuances of situated interactions is impossible. Alternatively, modern machine learning...
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Research
Benchmarking the next generation of never-ending learners
Learning how to build upon knowledge by tapping 30 years of computer vision research
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Research
Measuring perception in AI models
Perception – the process of experiencing the world through senses – is a significant part of intelligence. And building agents with human-level perceptual understanding of the world is a central...
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Research
How undesired goals can arise with correct rewards
As we build increasingly advanced artificial intelligence (AI) systems, we want to make sure they don’t pursue undesired goals. Such behaviour in an AI agent is often the result of specification...
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Research
Discovering novel algorithms with AlphaTensor
In our paper, published today in Nature, we introduce AlphaTensor, the first artificial intelligence (AI) system for discovering novel, efficient, and provably correct algorithms for fundamental...
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Research
Building safer dialogue agents
In our latest paper, we introduce Sparrow – a dialogue agent that’s useful and reduces the risk of unsafe and inappropriate answers. Our agent is designed to talk with a user, answer questions,...
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Research
In conversation with AI: building better language models
Our new paper, In conversation with AI: aligning language models with human values, explores a different approach, asking what successful communication between humans and an artificial...
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Research
From motor control to embodied intelligence
Using human and animal motions to teach robots to dribble a ball, and simulated humanoid characters to carry boxes and play football