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Robotic process automation (RPA) is a form of business process automation that is based on software robots (bots) or artificial intelligence (AI) agents. [1] RPA should not be confused with artificial intelligence as it is based on automotive technology following a predefined workflow. [2] It is sometimes referred to as software robotics (not ...
Intelligent automation (IA), or alternately intelligent process automation, is a software term that refers to a combination of artificial intelligence (AI) and robotic process automation (RPA). [1] Companies use intelligent automation to cut costs and streamline tasks by using artificial-intelligence-powered robotic software to mitigate ...
They can, for instance, generate an automatic transcript from a video. The combination of automation and artificial intelligence (AI) enables autonomy for the robots, along with the capability to perform cognitive tasks. [6] [self-published source] At this stage, the robot can learn and improve processes by analyzing and adapting them. [7]
Connected-RPA is the offering of an automation platform with AI and cognitive features built in. [44] It includes features like a Digital Exchange, with online access to drag and drop AI, machine learning, and cognitive and disruptive technologies; a web-based tool that reduces the time to prepare for a RPA deployment; and an online community ...
Automation Anywhere is an American global software company that develops robotic process automation (RPA) software. [ 1 ] Founded in 2003, the company is headquartered in San Jose, California .
UiPath was founded in 2005 in Bucharest, Romania as DeskOver, by Romanian entrepreneurs Daniel Dines and Marius Tîrcă. [3]In 2013, the company released the first UiPath Desktop Automation product line, which gave companies RPA tools to automate manual and repetitive back office tasks.
In the context of AI, it is particularly used for embedded systems and robotics. Libraries such as TensorFlow C++, Caffe or Shogun can be used. [1] JavaScript is widely used for web applications and can notably be executed with web browsers. Libraries for AI include TensorFlow.js, Synaptic and Brain.js. [6]
OpenVINO IR [5] is the default format used to run inference. It is saved as a set of two files, *.bin and *.xml, containing weights and topology, respectively.It is obtained by converting a model from one of the supported frameworks, using the application's API or a dedicated converter.
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