Deep Learning
Designing Human-Centric Mechanisms with Democratic AI
In our last paperpublished in Nature Human Behavior, we present proof of concept that deep reinforcement learning (RL) can be used to...
Deep Learning
Intuitive learning of physics in a deep learning model inspired by developmental psychology
Understanding the physical world is a key skill that most people apply effortlessly. But it still presents a challenge for AI; if...
Deep Learning
DeepMind’s Latest Research at ICML 2022
Paving the way for generalized systems with more effective and proficient AIThis weekend marks the start of the thirty-ninth International Conference on...
Deep Learning
Perceiver AR: Generating General Purpose, Autoregressive, Long Context
Over the past few years, autoregressive transformers have yielded a steady stream of breakthroughs in generative modeling. These models generate each element...
Deep Learning
Blessed AI Research Cycle
We recently caught up with Petar Veličković, a research scientist at DeepMind. Together with his co-authors, Petar presents his paper The CLRS...
Deep Learning
The race against antibiotic resistance is accelerating
AlphaFold Unlocks a Decade of Data in Minutes, Could Facilitate Beat Antibiotic ResistanceMost people with access to a current health care system...