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How robots learn to assemble through AI
Source: factorynet.at The partners in the “Rob-aKademI” research project, including the Fraunhofer IPA and the Institute for Industrial Manufacturing and Factory Operation IFF at the University of Read More
LEVERAGING MACHINE LEARNING FOR QA TESTING AND SOFTWARE DEVELOPMENT
Source: analyticsinsight.net Developments in machine learning are significantly supporting QA Testing and Software Development process The advent of DevOps paves way for businesses to actively look for real-time risk Read More
Explainer: What Is Machine Learning?
Source: techspot.com Machine learning (ML) has become a hot topic in the last few years, but what you may not realize is that the concept of machine Read More
Four Innovations Taking Autonomous Vehicle AI to the Next Level
Source: enterpriseai.news Autonomous vehicles are developed with a wide range of self-driving capabilities. Some vehicles provide basic automation, like cruise control and blind-spot detection, while other vehicles Read More
6 STEP GUIDE FOR CIOS TO IMPLEMENT AI FOR BUSINESS TRANSFORMATION
Source: analyticsinsight.net Artificial Intelligence (AI) environment has risen from data scientists to reach the boardroom as a pre-curser to digital transformation. Clayton Christensen, author of The Innovator’s Read More
AI’s carbon footprint problem
Source: techxplore.com For all the advances enabled by artificial intelligence, from speech recognition to self-driving cars, AI systems consume a lot of power and can generate high Read More
NetHack: Fast & Complex Learning Environment For Testing RL Agent Robustness & Generalization
Source: syncedreview.com Reinforcement Learning (RL) agents seem to get smarter and more powerful every day. But while it is relatively easy to compare a given agent’s performance Read More
Key Trends Framing the State of AI and ML
Source: insidebigdata.com There’s no doubt that artificial intelligence continues to be swiftly adopted by companies worldwide. In just the last few years, most companies that were evaluating Read More
Intel’s Sample Factory speeds up reinforcement learning training on a single PC
Source: venturebeat.com In a preprint paper this week published on Arxiv.org, researchers at Intel describe Sample Factory, a system that achieves high throughput — higher than 105 environment frames per Read More
Smarter, faster AI and X analytics: Gartner unveils top 10 AI trends for 2020
Source: itbrief.com.au Smarter, faster AI, augmented data management and ‘X analytics’ are amongst the top technology trends for 2020, according to new analysis from Gartner. The analytics Read More
Gartner Identifies Top 10 Data And Analytics Technology Trends For 2020
Source: which-50.com Technology research group Gartner has identified its top 10 data and analytics (D&A) technology trends to help organisations prepare for a post-pandemic reset. According to Rita Read More
THE INTER-DEPENDENCE OF QUANTUM COMPUTING AND ROBOTICS
Source: analyticsinsight.net Looking at quantum computing-fueled applications of the future, we much of the time look to the innovation’s capability to take care of computationally-intensive mathematical problems, Read More
CLIP Graduate Student Kianté Brantley Receives Microsoft Research Dissertation Grant
Source: umiacs.umd.edu A graduate student in the Computational Linguistics and Information Processing (CLIP) Laboratory has received funding from Microsoft Research that will support his work in reinforcement learning and Read More
Open-source, low-cost, quadruped robot is available to all
Source: dpaonthenet.net Robots capable of the sophisticated motions that define advanced physical actions like walking, jumping, and navigating terrain can cost $50,000 or more, making real-world experimentation Read More
Top 3 Latest Advancements in Artificial Intelligence
Source: yourstory.com AI is fast progressing in every field like healthcare, manufacturing, law, finance, retail, real estate, accountancy, digital marketing. Every field is being computational and becoming Read More
Researchers detail technique that enables attackers to ‘steal’ reinforcement learning algorithms
Source: venturebeat.com A team of researchers at Nanyang Technological University in Singapore claim deep reinforcement learning (DRL) algorithms — algorithms that have been used to predict the Read More
DeepMind hopes to teach AI to cooperate by playing Diplomacy
Source: venturebeat.com DeepMind, the Alphabet-backed machine learning lab that’s tackled chess, Go, Starcraft 2, Montezuma’s Revenge, and beyond, believes the board game Diplomacy could motivate a promising new direction in Read More
Google’s Performer AI architecture could advance protein analysis and cut compute costs
Source: In a paper published this week on the preprint server Arxiv.org, scientists at Google, DeepMind, the Alan Turing Institute, and the University of Cambridge propose Performer, an Read More
TOP 5 DATA SCIENCE MENTORS FOR THIS MONTH
Source: analyticsindiamag.com If you are a data scientist and wish to kickstart your career, learn in-demand skills, and connect to some of the best minds of the Read More
Data Science Demystified: The Data Modeling Proposition
Source: insidebigdata.com Data science is largely an enigma to the enterprise. Although there’s an array of self-service options to automate its various processes, the actual work performed Read More
TOP 10 REINFORCEMENT LEARNING PAPERS FROM ICLR 2020
Source: analyticsindiamag.com Reinforcement Learning has become the base approach in order to attain artificial general intelligence. The ICLR (International Conference on Learning Representations) is one of the major Read More
Training agents to walk with purpose: Improving machine learning and relational data classification
Source: techxplore.com A classification algorithm for relational data that is more accurate, as well as orders of magnitude more efficient than previous schemes, has been developed through Read More
Economy Can Take Help of AI
Source: fresnobserver.com Revenue inequality is among the overarching issues of economics. Some of the efficient instruments policymakers have to handle its taxation: governments acquire cash from folks Read More
AI benefits are being delayed by lack of skills and data
Source: eandt.theiet.org Artificial intelligence has become a well-recognised and frequently used buzzword. However, it means different things in different situations and as such can be tricky to Read More
TinyML: When Small IoT Devices Call for Compressed Machine Learning
Source: allaboutcircuits.com Many of us are familiar with the concept of machine learning as it pertains to neural networks. But what about TinyML? Surging Interest in TinyML TinyML refers Read More
Rosetta Analytics launches RL One Strategy
Source: hedgeweek.com RL One is a long/short strategy that generates returns through deep reinforcement learning, a category of machine learning that reacts and learns from its environment Read More
HOW NEURAL NETWORK CAN BE TRAINED TO PLAY THE SNAKE GAME
Source: analyticsindiamag.com At the present scenario, video games portray a crucial role when it comes to AI and ML model development and evaluation. This methodology has been Read More
Intent defined optical network for intelligent operation and maintenance
Source: techxplore.com The automatic operation and maintenance of optical network is important for ensuring information communication and network operation. The growing variety of services has forced operation Read More
DeepMind researchers develop method to efficiently teach robots tasks like grasping
Source: venturebeat.com In a paper published this week on the preprint server Arxiv.org, scientists at DeepMind introduce the idea of simple sensor intentions (SSIs), a way to reduce the Read More
DEEPMIND COMPARES HOW CHILDREN AND AI EXPLORE THE WORLD
Source: analyticsindiamag.com Recently, researchers at Alphabet’s DeepMind and the University of California, Berkeley proposed an AI framework for comparing child and AI agent behaviours and hence developing new exploration techniques. While Read More