Decoupled Neural Interfaces using Synthetic GradientsAuthors: Max Jaderberg, Wojciech Marian Czarnecki, Simon Osindero, Oriol Vinyals, Alex Graves, David Silver, Koray KavukcuogluWhen training neural...
DARLA: Improving Zero-Shot Transfer in Reinforcement LearningAuthors: Irina Higgins*, Arka Pal*, Andrei Rusu, Loic Matthey, Chris Burgess, Alexander Pritzel, Matt Botvinick, Charles Blundell,...
Another key challenge in contemporary AI research is known as transfer learning. To be able to deal effectively with novel situations, artificial agents...
Artificial intelligence (AI) in gaming isn’t a recent innovation. As early as 1949, mathematician and cryptographer Claude Shannon pondered a one-player chess game, in...
From spotting patterns in booking behaviors to highlighting the decision-making process for specific demographics to keeping track of luggage (and doubling as an...
Building the world’s translation layer is a fantastic mission. For us, that means becoming a transversal and pervasive service which can remove communication...
Testing our architecturesWe tested our proposed architectures on multiple tasks, including the puzzle game Sokoban and a spaceship navigation game. Both games require...
