Artificial intelligence and simulation
نویسندگان
چکیده
منابع مشابه
Projective simulation for artificial intelligence
We propose a model of a learning agent whose interaction with the environment is governed by a simulation-based projection, which allows the agent to project itself into future situations before it takes real action. Projective simulation is based on a random walk through a network of clips, which are elementary patches of episodic memory. The network of clips changes dynamically, both due to n...
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As a system scientist doing modeling and simulation, I have been interested for some time in ways that modeling and simulation and AI could be of value to each other. After all, both areas have their roots in putting knowledge into useful representations. I have speculated (AI Magazine, summer 1989, pp. 4348) that the scientist of the future, in applying computing to his(her) work, could benefi...
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Glossary Behavior The observable manifestation of an interaction with a system DEVS Discrete Event System Specification formalism describes models developed for simulation; applications include simulation based testing of collaborative services Endomorphic Agents Agents that contain models of themselves and/or of other endomorphic Agents. Levels of Interoperability Levels at which systems can i...
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Crowdsourcing platforms such as Amazon Mechanical Turk have become popular for a wide variety of human intelligence tasks; however, quality control continues to be a significant challenge. Recently, we propose TURKONTROL, a theoretical model based on POMDPs to optimize iterative, crowdsourced workflows. However, they neither describe how to learn the model parameters, nor show its effectiveness...
متن کاملSpecial issue on artificial intelligence in modeling and simulation
Artificial Intelligence (AI) is concerned with the development of innovative computing systems based on new models that simulate or emulate different aspects of natural intelligence. Such models can exhibit characteristics typically attributed to human intelligence like reasoning, perception, planning, learning, pattern recognition, problem-solving, rationality, and decision making, as well as ...
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ژورنال
عنوان ژورنال: Simulation & Gaming
سال: 2007
ISSN: 1046-8781,1552-826X
DOI: 10.1177/1046878107308089