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Scientists’ next AI agenda: Making machines learn ‘common sense’ and ‘teach’ themselves
Source: ibtimes.sg Artificial intelligence (AI) seems to be taking over the world and is even helping us combat the ongoing coronavirus pandemic, but so far it has been a Read More
WHAT’S NEXT IN AI? SELF-SUPERVISED LEARNING
Source: analyticsinsight.net Self-supervised learning is one of those recent ML methods that have caused a ripple effect in the data science network, yet have so far been flying under Read More
Creator David Silver On AlphaZero’s (Infinite?) Strength
Source: chess.com Making an appearance in Lex Fridman’s Artificial Intelligence Podcast, DeepMind’s David Silver gave lots of insights into the history of AlphaGo and AlphaZero and deep reinforcement learning Read More
How we can Benefit from Advancing Artificial General Intelligence (AGI)
Source: unite.ai Creating an Artificial General Intelligence (AGI) is the ultimate endpoint for many AI specialists. An AGI agent could be leveraged to tackle a myriad of Read More
Uber and OpenAI Introduce Fiber, a New Library for Distributed Machine Learning
Source: infoq.com Uber andOpenAI have open-sourced Fiber, a new library which aims to empower users in implementing large-scale machine learning computation on computer clusters. The main objectives of Read More
A.I. CAN NOW BEAT EVERY TITLE OF THIS ICONIC 1977 VIDEO GAME CONSOLE
Source:inverse.com You might think you’re good at Atari games, but a new artificial intelligence system from Alphabet subsidiary DeepMind called Agent57 is probably better. The company claims Read More
Understand AI: Artificial Intelligence 101
Source: middleeastheadlines.com Often it feels like every internet site, application, or maybe efficiency device is mentioning Artificial Intelligence 101 (AI) as the top-secret component for their financial Read More
New Autonomous Driving Simulator Uses End-to-End Reinforcement Learning
Source: engineering.com A new simulation system allows driverless vehicles to be trained in an environment with infinite steering possibilities. While autonomous vehicles typically rely on datasets from Read More
Reinforcement Learning Gaining Steam in the Enterprise
Source: itprotoday.com When it comes to machine learning, supervised learning has long been the superstar. But recent advancements and emerging enterprise applications are putting new attention on reinforcement Read More
Training Driverless Cars Before They Hit the Highway
Source: technologynetworks.com A simulation system invented at MIT to train driverless cars creates a photorealistic world with infinite steering possibilities, helping the cars learn to navigate a Read More
Google’s new SEED RL framework reduces AI model training costs by 80%
Source: siliconangle.com Researchers at Google have open-sourced a new framework that can scale up artificial intelligence model training across thousands of machines. It’s a promising development because it should Read More
Researchers propose paradigm that trains AI agents through evolution
Source: iotforall.com A paper published by researchers at Carnegie Mellon University, San Francisco research firm OpenAI, Facebook AI Research, the University of California at Berkeley, and Shanghai Jiao Tong Read More
System trains driverless cars in simulation before they hit the road
Source: news.mit.edu A simulation system invented at MIT to train driverless cars creates a photorealistic world with infinite steering possibilities, helping the cars learn to navigate a Read More
Reinforcement Learning: The Algorithms Changing How Computers Make Decisions
Source: inc42.com The last decade of tech was to a large part defined by the advent of Deep Supervised Learning (DL). The availability of cheap data at scale, computational Read More
Autonomous Scanning Probe Microscopy technique developed using AI
Source: drugtargetreview.com A new collaboration has demonstrated fully-autonomous Scanning Probe Microscopy (SPM) operation, applying artificial intelligence (AI) and deep learning to remove the need for constant human supervision. According Read More
Putting artificial intelligence to work in the lab
Source: eurekalert.org An Australian-German collaboration has demonstrated fully-autonomous SPM operation, applying artificial intelligence and deep learning to remove the need for constant human supervision. The new system, Read More
Understand AI: Artificial Intelligence 101
Source: middleeastheadlines.com Often it feels like every internet site, application, or maybe efficiency device is mentioning Artificial Intelligence 101 (AI) as the top-secret component for their financial Read More
Researchers detail TrojAI, a framework for hardening AI models against adversarial attacks
Source: venturebeat.com One way to test machine learning models for robustness is with what’s called a trojan attack, which involves modifying a model to respond to input Read More
Advanced series of more robust drones are teaching themselves how to fly
Source: techxplore.com Drones, specifically quadcopters, are an adaptable lot. They’ve been used to assess damage after disasters, deliver ropes and life-jackets in areas too dangerous for ground-based Read More
Robots aren’t taking over the world, they’re teaching kids with autism social skills
Source: screenshot-magazine.com In the last few years, advancements in technologies have opened up promising new ways for humans to utilise robots. And although many people still fear Read More
Facebook’s RIDE encourages AI agents to explore their environments
Source: venturebeat.com A preprint paper coauthored by scientists at Facebook AI Research describes Rewarding Impact-Driven Exploration (RIDE), an intrinsic reward method that encourages AI-driven agents to take actions in an Read More
DeepMind technique encourages AI players to cooperate in zero-sum games
Source: technologytimes.pk In “Learning to Resolve Alliance Dilemmas in Many-Player Zero-Sum Games,” DeepMind — the research division of Alphabet whose work chiefly involves reinforcement learning, an area of AI concerned with Read More
HOW AI AND NEUROSCIENCE CAN HELP EACH OTHER PROGRESS?
Source: analyticsinsight.net Artificial Intelligence has progressed immensely in the past few years. From being just a fiction context to penetrating into the regular lives of people, AI Read More
Google’s robot learns to walk in real world
Source: techxplore.com The field of robotics took one step forward—followed by another, then several more—when a robot called Rainbow Dash recently taught itself to walk. The four-legged Read More
“The perfect mix.” The story of an ML engineer
Source: econotimes.com Artificial intelligence (AI) – understood as intelligence demonstrated by machines – and machine learning (ML) – a subfield of AI that focuses on machines’ ability Read More
Google scientists built an adorable four-legged robot that taught itself to walk without human help
Source: businessinsider.my A group of Google researchers have built a robot capable of learning to walk by itself with minimal human intervention. The researchers used a kind Read More
Industrial Robotics Company ABB Joins Up With AI Startup Covariant
Source: unite.ai The AI startup Covariant and the industrial robotics company ABB will be partnering to engineer sophisticated robots that can pick up and manipulate a wide Read More
WHAT ARE DEEPMIND’S NEWLY RELEASED LIBRARIES FOR NEURAL NETWORKS & REINFORCEMENT LEARNING?
Source: analyticsindiamag.com AI research startup DeepMind has now open-sourced new libraries for neural networks and reinforcement learning based on JAX. JAX is a numerical computing library launched by Read More
Google researchers use multiple cameras to reduce error rates for robot insertion and stacking tasks
Source: venturebeat.com Object-manipulating robots rely on cameras to make sense of the world around them, but these cameras often require careful installation and ongoing calibration and maintenance. Read More
Google Brain and DeepMind researchers attack reinforcement learning efficiency
Source: venturebeat.com Reinforcement learning, which spurs AI to complete goals using rewards or punishments, is a form of training that’s led to gains in robotics, speech synthesis, and more. Read More