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Multi-agent Technologies

10 June - 31 December 2022 г.
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  • English

    course language

  • от 4 до 5 недель

    course duration

  • от 2 до 3 часов в неделю

    needed to educate

  • 1 credit points

    for credit at your university

A significant reduction in the size of computing devices and an increase in their speed provide new opportunities for solving traditionally complex, multidimensional problems of optimization, resource allocation, logistics, etc. Multi-agent technologies (MT) were born at the junction of modern distributed methods for solving various problems, parallel programming and artificial intelligence.

About

At the heart of MT is a decentralized approach to solving problems, in which dynamically updated information in a distributed network of intelligent agents is processed not in some center, but directly at the agents along with locally available information from neighbors. At the same time, both the resource and time costs for communication in the network and the time for processing and decision-making in the center of the entire system (if there is one) are significantly reduced.
Emergent intelligence (intellectual resonance, swarm intelligence) is an occurrence of unexpected properties that a system possesses, but none of its individual elements has.
Key feature is the dynamics and unpredictability of the decision making process.

Format

Online

Course program

Emergent Intelligence

Multiagent Systems

Development of Multi-agent Systems

Multiagent Control

Load Balancing

Граничин Олег Николаевич


Position: профессор кафедры системного программирования математико-механического факультета СПбГУ