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1990s Major advances in all areas of AI, with significant demonstrations in machine learning, intelligent tutoring, case-based reasoning, multi-agent planning, scheduling, uncertain reasoning, data mining, natural language understanding and translation, vision, virtual reality, games, and other topics. Early 1990s
By the late 1990s, it was being used throughout the technology industry, although somewhat behind the scenes. The success was due to increasing computer power , by collaboration with other fields (such as mathematical optimization and statistics ) and using the highest standards of scientific accountability.
Steam engines promoted automation through the need to control engine speed and power.. The introduction of prime movers, or self-driven machines advanced grain mills, furnaces, boilers, and the steam engine created a new requirement for automatic control systems including temperature regulators (invented in 1624; see Cornelius Drebbel), pressure regulators (1681), float regulators (1700) and ...
Text messaging became widely used in the late 1990s worldwide, except for in the United States of America where text messaging didn't become commonplace till the early 2000s. [ citation needed ] The digital revolution became truly global in this time as well - after revolutionizing society in the developed world in the 1990s, the digital ...
1990s: Work on Machine learning shifts from a knowledge-driven approach to a data-driven approach. Scientists begin creating programs for computers to analyze large amounts of data and draw conclusions – or "learn" – from the results. [2] Support-vector machines (SVMs) and recurrent neural networks (RNNs) become popular. [3]
The following outline is provided as an overview of and topical guide to automation: Automation – use of control systems and information technologies to reduce the need for human work in the production of goods and services. In the scope of industrialization, automation is a step beyond mechanization.
The Futurist calls it an "impressive volume" which is "handsomely illustrated" and "a feast for the mind and eye"., [41] while Simson Garfinkel in The Christian Science Monitor says The Age of Intelligent Machines is "a tour de force history of artificial intelligence" yet laments that "although the book is orderly, it is not organized" and ...
The history of numerical control (NC) began when the automation of machine tools first incorporated concepts of abstractly programmable logic, and it continues today with the ongoing evolution of computer numerical control (CNC) technology.