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Reinforcement learning (RL) is an interdisciplinary area of machine learning and optimal control concerned with how an intelligent agent ought to take actions in a dynamic environment in order to maximize the cumulative reward. Reinforcement learning is one of three basic machine learning paradigms, alongside supervised learning and ...
Artificial intelligence (AI), in its broadest sense, is intelligence exhibited by machines, particularly computer systems.It is a field of research in computer science that develops and studies methods and software that enable machines to perceive their environment and use learning and intelligence to take actions that maximize their chances of achieving defined goals. [1]
e. Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data and thus perform tasks without explicit instructions. [1] Recently, artificial neural networks have been able to surpass many previous approaches in ...
The Dartmouth Summer Research Project on Artificial Intelligence was a 1956 summer workshop widely considered [1][2][3] to be the founding event of artificial intelligence as a field. [4] The project lasted approximately six to eight weeks and was essentially an extended brainstorming session. Eleven mathematicians and scientists originally ...
Lecture Notes in Artificial Intelligence. Add languages. Add links. Article; ... Download as PDF; Printable version; ... Lecture Notes in Computer Science;
How deep learning is a subset of machine learning and how machine learning is a subset of artificial intelligence (AI) The deep learning revolution started around CNN- and GPU-based computer vision. Although CNNs trained by backpropagation had been around for decades and GPU implementations of NNs for years, [ 112 ] including CNNs, [ 113 ...
Artificial intelligence supported design of aircraft, [ 363 ] or AIDA, is used to help designers in the process of creating conceptual designs of aircraft. This program allows the designers to focus more on the design itself and less on the design process. The software also allows the user to focus less on the software tools.
ISSN. 0302-9743 (print) 1611-3349 (web) OCLC no. 884059121. Links. Journal homepage. Online access. SpringerProfessional information. Lecture Notes in Computer Science is a series of computer science books published by Springer Science+Business Media since 1973.