Deep Learning
Generalist Agent
Inspired by advances in large-scale language modeling, we take a similar approach to building a single generalist agent that goes beyond the...
Deep Learning
Emergent Bartering Behavior in Multi-Agent Reinforcement Learning
IN our last articleWe investigate how populations of deep reinforcement learning (deep RL) agents can learn microeconomic behaviors such as the production,...
Deep Learning
From LEGO Competitions to DeepMind Robotics Lab
Today's post is about Akhil Raj, a software engineer on the robotics team. We first met Akhil in Season 2 DeepMind: Podcastbut...
Deep Learning
Sharing MuJoCo Source Code
In October 2021, we announced that we had acquired MuJoCo Physics Simulatorand made it freely available to everyone to support research everywhere....
Deep Learning
Building a culture of responsible pioneering
How to Benefit Society with the Most Impactful Technology Developed TodayAs the COO of one of the world’s leading AI labs, I...
Deep Learning
Animated Language Understanding: Adapting to Novel Knowledge in Parametric and Semiparametric Models
Much of the recent success in language models (LMs) has come from a “static paradigm,” where the focus is on improving performance...