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Artificial Intelligence

— Computers Feature

Creative AI: Software writing software and the broader challenges of computational creativity

We've covered a lot of ground in this series. We went from algorithmic music to procedurally-generated games (and an AI game developer), then onto computers writing stories and robots painting portraits and abstract art or constructing buildings like the craftsmen of old. Now, in this final part of our deep dive into the world of computational creativity, we turn to the underlying ideas and the future challenges that face the field as a whole. Read More
— Computers

Google's deep Q-network proves a quick study in classic Atari 2600 games

By - February 26, 2015 1 Picture
In an old school gaming party to end all parties, Google's new deep Q-network (DQN) algorithm is likely to mop the floor with you at Breakout or Space Invaders, but maybe take a licking at Centipede. Provided with only the same inputs as a human player and no previous real-world knowledge, DQN uses reinforcement learning to learn new games, and in some cases, develop new strategies. Its designers argue that this kind of general learning algorithm can crossover into discovery making in other fields. Read More
— Architecture Feature

Creative AI: Algorithms and robot craftsmen open new possibilities in architecture

Computers have transformed architecture in remarkable ways. They've made it possible to visualize designs in fully-rendered 3D graphics and to automatically check designs against building codes and other standard specifications. And they've made designs possible that were unthinkable or unimaginable 50 years ago, as they can crunch the numbers on complex equations and even generate plans or models from high-level requirements. Architecture, like music, art, games, and written stories can be created algorithmically. Read More
— Health and Wellbeing

Computer program uses video selfies for mental health monitoring

By - February 17, 2015 1 Picture
Images of ourselves recorded through cameras on smartphones and laptops can be a welcome addition to communication with friends or professional interactions, or just a bit of fun. But this powerful combination of hardware and software is being tapped into by scientists for other purposes as well. A team of researchers at the University of Rochester has developed a computer program that can help health professionals monitor a person`s mental health through the images from selfie videos the patient records while engaging in social media activity. Read More
— Computers Feature

Creative AI: The robots that would be painters

Painting might be the last thing you'd expect computers to excel at. It's abstract, expressive, and tied to cultures, psychology, and subjectivity, whereas computers are objective, precise, and governed by the rules of mathematics. Painting, with its emotional reasoning and unclear meanings, appears to be the antithesis of a feeling, logical computer. But they aren't so far apart as they seem. Painting and other forms of visual art owe much to areas of mathematics such as geometry and perspective, and the algorithms that computers adhere to can in fact be made to generate images as varied and subtle as a human painter. Read More
— Computers Feature

Creative AI: Teaching computers to be reporters and storytellers

We humans are obsessed with storytelling. We tell stories to people we meet and people we love. We can't get enough of the stories that drive movies, video games, television, and books. We communicate with stories, and now we're training our computers to do the same. By writing sets of rules and instructions of varying complexity, artificial intelligence experts can enable computers to write stories both real and fictional. Some of these algorithms, as you'll see shortly, produce articles or reports with the sort of flair you'd think only a human could provide, which has fascinating implications for the future of publishing. Read More
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