Artificial Intelligence For PC Archives

Artificial Intelligence For PC Archives

Artificial Intelligence For PC Archives

Artificial Intelligence For PC Archives

Unlike an on-premise accounting system, a cloud accounting solution is hosted on remote servers enabling you to access it through the internet. Your financial and business […]
Accounting firms and their leaders are facing a lot of challenges during the ongoing pandemic, especially given the ever-changing landscape. From getting each team member up […]
Power BI is a business intelligence (BI) & analytics service used by a lot of renowned companies around the world. It offers a whole set of […]
Necessities are indeed the mother of invention; Novel Coronavirus (COVID-19) forced many of us worldwide to rethink about our everyday life from work to entertainment. In […]
Cloud computing has allowed businesses to function smoothly amid an ongoing crisis that could easily bring business processes and efficiency to a halt. It goes without […]
While the growing coronavirus outbreak has created economic worries, small business owners have felt its negative effect with canceled bookings and anxious consumers. When considering the […]
The coronavirus (COVID-19) was first identified in Wuhan, China, and reported on December 31st by the World Health Organization. Now it has spread across the globe. […]
Every business has relied upon its Finance function to act as the fulcrum around which they have planned, strategized and taken critical decisions regarding growth and […]
To stay and survive in business, companies have always banked on accountants to show them the way. This, however, has been the traditional approach that is […]
Death of Traditional Accounting Automation is the new wave that is taking the world by storm. It is also taking over the field of accounting as […]
Bookkeeping services are essential because they provide complete fiscal supervision. To transform your organization for greater effectiveness, proactive finance functions are needed. Finance executives have moved […]
Robotic Process Automation in financial services, unlike Artificial intelligence, centers on administrative and everyday processing jobs – like just copying and pasting to systems from an […]
Machines and AI are certainly playing a critical role in enhancing and improving accuracy and efficiency of bookkeepers and financial businesses world-wide today! Accounting Automation Statistics […]
“Automation is cost-cutting by tightening the corners and not cutting them.” This quote has been rightly said. Most people misinterpret automation and ignore the beautiful impact […]
If you are an entrepreneur then you must be aware of how difficult it is to manage so many tasks at the same time and that […]
There is no end to the changes that take place in our lives. We do not remember the beginning but we know what the current trends […]
Technology is rapidly making headway into all the sectors including the service sectors. As per the current scenario, there is a constant and urgent need for […]
Intelligent Bots With the evolvement of technology, robotic process automation (RPA) solutions are being used and deployed with the machine learning (ML) approaches. RPA systems are […]
Robotic Process Automation or RPA is gradually taking over the functioning of several financial organizations. The companies are not only reaping immense benefits but also thriving on […]
Artificial Intelligence (AI) is radically transforming everything it touches. It is emerging as one of the most progressive and advanced technologies that we have in the world […]
What is Artificial Intelligence? Artificial intelligence (AI) is a smart representation of human intelligence operations by machines, particularly computer systems. AI applications comprise of natural language […]
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, Artificial Intelligence For PC Archives

Newsroom

CORVALLIS, Ore. - Eight computer science professors in Oregon State University's College of Engineering have received a $6.5 million grant from the Defense Advanced Research Projects Agency to make artificial-intelligence-based systems like autonomous vehicles and robots more trustworthy.

The success of the deep neural networks branch of artificial intelligence has enabled significant advances in autonomous systems that can perceive, learn, decide and act on their own.

The problem is that the neural networks function as a black box. Instead of humans explicitly coding system behavior using traditional programming, in deep learning the computer program learns on its own from many examples. Potential dangers arise from depending on a system that not even the system developers fully understand.

The four-year grant from DARPA will support the development of a paradigm to look inside that black box, by getting the program to explain to humans how decisions were reached.

"Ultimately, we want these explanations to be very natural - translating these deep network decisions into sentences and visualizations," said Alan Fern, principal investigator for the grant and associate director of the College of Engineering's recently established Collaborative Robotics and Intelligent Systems Institute.

Developing such a system that communicates well with humans requires expertise in a number of research fields. In addition to having researchers in artificial intelligence and machine learning, the team includes experts in computer vision, human-computer interaction, natural language processing, and programming languages.

To begin developing the system, the researchers will use real-time strategy games, like StarCraft, to train artificial-intelligence "players" that will explain their decisions to humans. StarCraft is a staple of competitive electronic gaming.

Later stages of the project will move on to applications provided by DARPA that may include robotics and unmanned aerial vehicles.

Fern said the research is crucial to the advancement of autonomous and semi-autonomous intelligent systems.

"Nobody is going to use these emerging technologies for critical applications until we are able to build some level of trust, and having an explanation capability is one important way of building trust," he said.

The researchers from Oregon State were selected by DARPA for funding under the highly competitive Explainable Artificial Intelligence program. Other major universities chosen include Carnegie Mellon, Georgia Tech, Massachusetts Institute of Technology, Stanford, Texas and University of California, Berkeley.

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Artificial Intelligence For PC Archives

Machine Learning

Elementary Robotics with Arye Barnehama

Podcast Thursday, September 17 2020
Factories require quality assurance work. That QA work can be accomplished by a robot with a camera together with computer vision. This allows for sophisticated inspection techniques

Robotic Process Automation with Antti Karjalainen

Podcast Friday, September 4 2020
Robotic process automation involves the scripting and automation of highly repeatable tasks. RPA tools such as UIPath paved the way for a newer wave of automation, including the Robot

Hyperparameter Tuning with Richard Liaw

Podcast Friday, August 28 2020
Hyperparameters define the strategy for exploring a space in which a machine learning model is being developed. Whereas the parameters of a machine learning model are the actual data

ParlAI: Facebook Dialogue Platform with Stephen Roller

Podcast Thursday, August 20 2020
Chatbots are useful for developing well-defined applications such as first-contact customer support, sales, and troubleshooting. But the potential for chatbots is so much greater. Over
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