Meta-Learning for Wrestling
We show that for the task of simulated robot wrestling, a meta-learning agent can learn to quickly defeat a stronger non-meta-learning agent.
Competitive Self-Play
We’ve found that self-play allows simulated AIs to discover physical skills like tackling, ducking, faking, kicking, catching, and diving for the ball, without explicitly designing an environment with these skills in mind. Self-play ensures that the environment is always the right difficulty for an AI to improve. Taken alongside our
Competitive Self-Play
We’ve found that self-play allows simulated AIs to discover physical skills like tackling, ducking, faking, kicking, catching, and diving for the ball, without explicitly designing an environment with these skills in mind. Self-play ensures that the environment is always the right difficulty for an AI to improve. Taken alongside our
Regina Barzilay wins MacArthur “genius grant”
MIT computer scientist who studies natural language processing and machine learning wins $625,000 prize.
An algorithm for your blind spot
Using smartphone cameras, system for seeing around corners could help with self-driving cars and search-and-rescue.
Introductory guide to Linear Optimization in Python (with TED videos case study)
Introduction Data Science & Machine Learning are being used by organizations to solve a variety of business problems today. In order to create a …
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Strengthening our commitment to Canadian research
(French translation below)Three months ago we announced the opening of DeepMinds first ever international AI research laboratory in Edmonton, Canada. Today, we are thrilled to announce that we are strengthening our commitment to the Canadian AI communi…
25 Questions to test a Data Scientist on Image Processing
Introduction Extracting useful information from unstructured data has always been a topic of huge interest in the research community. One such example of unstructured …
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WaveNet launches in the Google Assistant
Just over a year ago we presented WaveNet, a new deep neural network for generating raw audio waveforms that is capable of producing better and more realistic-sounding speech than existing techniques. At that time, the model was a research prototype an…