Facebook, the University of Lorraine and the University College London published a paper that detailed how they researched a way to use artificial intelligence to create complex game worlds. Building video game environments has always been time-consuming, but this group’s approach — using content from the fantasy text-based multiplayer adventure “LIGHT” — demonstrated how machine learning algorithms can learn to “assemble different elements, arranging locations and populating them with characters and objects.” Continue reading Facebook and Academics Use AI to Generate Game Worlds

Google unveiled the Deep Planning Network (PlaNet) agent, created in collaboration with DeepMind, to provide reinforcement learning via images. Reinforcement learning uses rewards to improve AI agents’ decision-making. Whereas model-free techniques work by getting agents to predict actions from observations, agents created with model-based reinforcement learning come up with a general model of the environment leveraged for decision-making. In unfamiliar surroundings, however, agents must create rules from experience. Continue reading Google Debuts Deep Planning Network Agent with DeepMind

The credit reporting company Experian is adopting machine learning to get a jump on identifying problems and predicting application behavior more reliably. Machine learning tools can help such Experian tools as ServiceNow, which monitors infrastructure performance and spots unusual, potentially threatening behavior. With machine learning, Experian hopes to head off and/or fix problems that could impact, and potentially lose, customers. The company also now mandates that monitoring be built into all new applications. Continue reading Experian Uses Machine Learning for Predictive Maintenance

In an effort to restore trust in its social platform, Twitter plans to “begin removing tens of millions of suspicious accounts from users’ followers” today, reports The New York Times. “Many users have inflated their followers on Twitter or other services with automated or fake accounts, buying the appearance of social influence to bolster their political activism, business endeavors or entertainment careers.” Twitter has acknowledged that easily creating or buying fake followers has negatively affected the legitimacy of the platform. Continue reading Twitter Cuts Millions of Followers to Combat Fake Accounts

Improbable Worlds has created a distributed computing platform that allows developers to build large-scale, 3D, real-time models, and now the London-based startup has $20 million to bring this tech to gaming, urban planning, biology, and numerous other industries. The modeling system is unique because it draws upon the computing power of its users and redistributes the computing, while enabling collaboration. Prominent venture capital firm Andreessen Horowitz is the investor. Continue reading Improbable Worlds Raises $20 Million for Simulation Platform

New software called Kinematics, developed by design studio Nervous System, has successfully been used to create 3D-printed dresses that fit, move and sway like dresses made of traditional fabrics. Unlike existing 3D-printed garments, Nervous System’s dresses use material that adapts to body movements so its fits and feels like a normal dress. While the current cost of each dress is about $3,000, Nervous System hopes to reduce that amount to make it more appealing to the general public. Continue reading 3D-Printed Dresses Look and Feel Like They’re Made of Fabric

Researchers at Carnegie Mellon University have developed a new photo-editing tool that lets users turn and flip objects as if they were in 3D. Photo editors have only been able to manipulate objects in 2D by resizing them or changing their location within the photo. This new software uses a publicly available database of models to recreate objects, even the sides that were not captured by the camera. Researchers found that this software could be used for animations as well. Continue reading Software Allows Photographers to Manipulate Objects in 3D

Modio, an iPad app by Icelandic entrepreneur Hilmar Gunnarsson, turns kids and adults alike into 3D designers. Users can build poseable models within the app by adding limbs and other features, and adjusting size and color with just a few taps. Then these constructed figures come to life through 3D printing. Limbs snap into place, similar to the way Legos function. The iPad app is impressive in its use of multi-touch technology, which allows users to collaborate on projects. Continue reading Kids Can Design 3D Printable Monsters via Modio iPad App

Disney has launched a $13.99 iOS app for the iPad that explores the animation and history of all 53 animated Disney films. “Disney Animated” features interactive images, multi-layer animated clips, interviews with animators — and allows users to animate authentic Disney 3D character models and control a Disney visual effects simulation. The comprehensive app is a collaboration between Disney Interactive, Walt Disney Animation Studios and London-based app studio Touch Press. Continue reading New App Brings the Magic of Disney Animation to the iPad