DeepMind
Toward A Machine Learning Model That Can Reason About Everyday Actions
The ability to reason abstractly about events as they unfold is a defining feature of human intelligence. We know instinctively that crying and writing are means of communicating, and that a panda falling from a tree and a plane landing are variations on descending. Organizing the world into abstract categories does not come easily to …
Traffic Prediction With Advanced Graph Neural Networks
By partnering with Google, DeepMind is able to bring the benefits of AI to billions of people all over the world. From reuniting a speech-impaired user with his original voice, to helping users discover personalised apps, we can apply breakthrough research to immediate real-world problems at a Google scale. Today we’re delighted to share the results of …
Robots Can Outwit Us On The Virtual Battlefield, So Let’s Not Put Them In Charge Of The Real Thing
Artificial intelligence developer DeepMind has just announced its latest milestone: a bot called AlphaStar that plays the popular real-time strategy game StarCraft II at Grandmaster level. This isn’t the first time a bot has outplayed humans in a strategy war game. In 1981, a program called Eurisko, developed by artificial intelligence (AI) pioneer Doug Lenat, …
PyCon 2019 | Modern Solvers: Problems Well-Defined Are Problems Solved
PyCon 2019 | Modern solvers: Problems well-defined are problems solved Speaker: Raymond Hettinger Every programmer should learn to use solvers, tools that reason directly from a description of a problem to its solution. Tools like AlphaZero can formulate winning strategies for games given only a description of the rules of the game. For certain …