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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
Google AI plants SEED for better scalable reinforcement learning
Source: devclass.com Google AI researchers have looked into ways of making reinforcement learning scale better and improve computational efficiency. The result is called SEED RL and can 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
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
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
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
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
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
Role Played by Artificial Intelligence and RPA in transformation of the business world
Source: dqindia.com Over the past few decades, technology-based innovations have added a new meaning to business conversations, thus changing the way we live and work in the 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
Could This Nearly Invincible Drone Be the Future of Disaster Relief?
Source: viterbischool.usc.edu 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
How We Trained a Deep Neural Pilot to Autonomously Fly the Skydio Drone
Source: spectrum.ieee.org A version of this article was originally published on Medium. The views expressed here are solely those of the authors and do not represent positions Read More
Sony imagines a world full of artificial intelligence, from kitchen bots to games
Source: newsdio.com In 1997, Hiroaki Kitano, a research scientist at Sony, helped organize the first Robocup, a robot soccer tournament that attracted teams of robotics and artificial Read More
HOW TO IMPROVE GENERALISATION IN DEEP REINFORCEMENT LEARNING?
Source: analyticsindiamag.com A team at NYU and Modl.ai have posited in their recent work, that simple image processing techniques (listed below) can improve the generalisation in deep reinforcement learning Read More
Researchers develop technique to increase sample efficiency in reinforcement learning
Source: venturebeat.com In reinforcement learning, the goal generally is to spur an AI-driven agent to complete tasks via systems of rewards. This is achieved either by learning a Read More
How AI will revolutionise the boardroom through these 3 breakthroughs
Source: e27.co CEOs are confronted daily with the speed of technology evolution, under pressure to transform organisations to ensure they stay competitive, relevant and prepared for the Read More
Using Rotation, Translation, and Cropping to Boost Generalization in Deep Reinforcement Learning Models
Source: syncedreview.com “Generalization” is an AI buzzword these days for good reason: most scientists would love to see the models they’re training in simulations and video game Read More
LLNL computer scientists explore deep learning to improve efficiency of ride-hailing and autonomous electric vehicles
Source: newswise.com Newswise — The future of commuter traffic probably looks something like this: ride-hailing companies operating fleets of autonomous electric vehicles alongside an increasing number of Read More
Data Science, IoT and Reinforcement Learning in High Tech Manufacturing
Source: crn.in Modern day enterprises need to be very agile and efficient in order to succeed in today’s hyper-competitive business markets. Manufacturing is no different. Technology has Read More
Predictive Touch Response For Human-to-Machine Interaction
Source: edgy.app A team of researchers has developed a predictive touch response mechanism for enhanced human-to-machine Interaction. Experts have predicted that the next phase of IoT could be Tactile Internet. So, humans Read More
How we learn is a quantum-like manner!
Source: eurekalert.org Imagine that you met a charming girl in school. She is an excellent student who concerns about the world welfare and is anti-war and anti-nuclear. Read More
DEEPMIND DISCOVERS NEW CORRELATION BETWEEN NEUROSCIENCE AND AI
Source: analyticsinsight.net We usually hear a lot about human-level AI or artificial intelligence but little do we realize that the human mind and AI are actually quite Read More
Neuroscience shows what’s right and wrong with AI
Source:bdtechtalks.com Two separate studies, one by UK-based artificial intelligence lab DeepMind and the other by researchers in Germany and Greece, display the fascinating relations between AI and Read More