Source:- ericsson.com In our latest post, we investigate the impact of today’s data pipelining challenges and explore how increased automation of stream processing frameworks such as Spark and Flink can help to yield better performance for telecom operators. It’s been so long since we wrote our blog series (apache-storm-vs-spark-streaming and apache-storm-performance-tuners) on stream processing frameworks, and Read More
Category: Reinforcement Learning
Reinforcement Learning
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Source:- venturebeat.com About a dozen members of the Google Brain team today open-sourced Google Research Football Environment, a 3D reinforcement learning simulator for training AI to master soccer. The environment can simulate soccer matches, including particular scenarios like corner and penalty kicks, goals, and offsides. The news comes today at the start of the Women’s World Read More
Source:- itworld.com Reinforcement learning uses rewards and penalties to teach computers how to play games and robots how to perform tasks independently You have probably heard about Google DeepMind’s AlphaGo program, which attracted significant news coverage when it beat a 2-dan professional Go player in 2015. Later, improved evolutions of AlphaGo went on to beat a 9-dan (the Read More
Source:- phys.org Researchers, from biochemists to material scientists, have long relied on the rich variety of organic molecules to solve pressing challenges. Some molecules may be useful in treating diseases, others for lighting our digital displays, still others for pigments, paints, and plastics. The unique properties of each molecule are determined by its structure—that is, by Read More
Source- en.globes.co.il US automaker Ford today announced that it is beginning to develop in Israel a decision-making system for driving autonomous cars. Such a system is now a major challenge facing autonomous car developers, because difficult decisions must be made within a fraction of a second in a car surrounded by moving traffic. Sources close to Read More
Source – analyticsindiamag.com Since machine learning (ML) models encompass a large amount of data besides an intensive analysis in its algorithms, it is ideal to bring up an optimal solution environment in its efficacy. This is where dynamic programming comes into the picture. It is specifically used in the context of reinforcement learning (RL) applications in Read More
Source – cio.in Machine learning is proving so useful that it’s tempting to assume it can solve every problem and applies to every situation. Like any other tool, machine learning is useful in particular areas, especially for problems you’ve always had but knew you could never hire enough people to tackle, or for problems with a Read More
Source – fastcompany.com If the world’s natural resources are increasingly stressed and depleted, the silver lining may be that we’re becoming better equipped at tracking that destruction and potentially doing something about it. Cheap, widespread sensor networks, the internet of things, magnitude-improvements in computing power, open source algorithms–these all allow us to manage oceans and forests Read More
Source – electronicdesign.com At its core, machine learning studies the construction of algorithms and learns from them to make predictions on data by building models from sample inputs. If we further break it down, machine learning borrows heavily from computational statistics (prediction modeling using computers) and mathematical optimization, which provides methods, theory and application data to Read More
Source – phys.org In artificial intelligence (AI), machines carry out specific actions, observe the outcome, adapt their behavior accordingly, observe the new outcome, adapt their behavior once again, and so on, learning from this iterative process. But could this process spin out of control? Possibly. “AI will always seek to avoid human intervention and create a Read More
Source – lasvegassun.com An undated handout image of a simulation for the virtual testing of Waymo’s driverless technology. As the computers that operate driverless cars digest the rules of the road, some engineers think it might be nice if they can learn from mistakes made in virtual reality rather than on real streets. SAN FRANCISCO — As Read More
Source – imperial.ac.uk Machine Learning has huge potential and Imperial can be at the forefront of it, say experts as a new initiative launches today. Dr Marc Deisenroth, from the Department of Computing at Imperial College London, and colleagues from across the College are launching the Machine Learning Initiative today. Colin Smith caught up with Dr Deisenroth to discover what Read More
Source – td.org Sales professionals have undoubtedly sat through many annual sales kick-off meetings, product launch training sessions, and classroom lectures wondering what they were trying to achieve. However, managers hope these events will impart the knowledge and skills of top-performing sales reps to less-experienced peers. They’re also trying to hone important skills like storytelling, customizing Read More
Source – forbes.com Deep learning, a popular form of machine learning, is being applied across across a number of the latest tech products and services. But for the most part, all that computing is still taking place in the cloud. San Francisco-based artificial intelligence startup Skymind is hoping to embed deep learning directly into robots. The startup is releasing a Read More
Source – enidnews.com Pass on the left. Maintain a respectable distance from others. Stop or change course to avoid bumping into someone. For most humans, a stroll down a hallway or sidewalk is second nature. Now, engineers at MIT have designed an autonomous robot with “sociably aware navigation” – the ability to keep pace with foot Read More
Source – irishtimes.com With the recent explosion in artificial intelligence, there has been the understandable concern about its potential impact on human work. But economic theory suggests that AI will substantially raise the value of human judgment. People who display good judgment will become more valuable, not less. Recent advances in AI are expected to lower the Read More
Source – economictimes.indiatimes.com Engineers at Massachusetts Institute of Technology (MIT) have designed an autonomous robot that can keep pace with foot traffic while observing the general social codes that pedestrians follow to avoid oncoming obstacles while keeping up a steady walking pace. In drive tests, the robot, which resembles a knee-high kiosk on wheels, successfully avoided Read More
Source – menafn.com Technavio’s latest market research report on the deep learning market in the US provides an analysis of the most important trends expected to impact the market outlook from 2017-2021. Technavio defines an emerging trend as a factor that has the potential to significantly impact the market and contribute to its growth or decline. Read More
Source – thehindu.com Your employees don’t want one-size-fits-all training programmes anymore. They also do not want to deal with clunky interfaces that characterise many learning management systems (LMSs). So, how can you respond, and ensure your workforce — your biggest asset — gets all the requisite tools for enhancing its skillsets, in order to boost its Read More
Source – medicalxpress.com The benefits of a good night’s sleep have become widely known, and now neuroscientists at UC San Francisco have discovered that the animal brain reinforces motor skills during deep sleep. During non-REM sleep, slow brain waves bolster neural touchpoints that are directly related to a task that was newly learned while awake, while weakening neural Read More
Source – eschoolnews.com As technology continues to evolve, it’s not surprising that apps are starting to be incorporated into daily classroom activities. With more than 80,000 apps considered ‘educational’ in Apple’s app store, educators will never have a shortage of applications to use with students while teaching various lessons. And, while most educators welcome the use of applications Read More
Source – iamwire.com Finally, after many long winters, spring has come in the field of Artificial Intelligence (AI). Experts believe it’s the “new electricity”. AI influencer and Guru, Andrew Ng has said – “this time the hype around artificial intelligence is real.” Its ubiquity was evident in this year’s Consumer Electronic Show (CES 2017) where “its impact was all-pervasive and its presence could be Read More
Source – martechadvisor.com If you search “Marketing and AI”, Google returns almost four million results. Recent headlines range from the strategic – AI Will Make Marketing Less Manual (well, duh) – to the tactical, like 4 ways AI can improve email marketing. The hype machine is in full swing. But here’s the rub: the vast majority of the conversations Read More