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JOURNALS // Artificial Intelligence and Decision Making // Archive

Artificial Intelligence and Decision Making, 2018 Issue 4, Pages 72–85 (Mi iipr229)

Intelligent control

Algorithm for planning and coordination of a set of trajectories for a group of intelligent agents

A. Andreychuk

Peoples' Friendship University of Russia named after Patrice Lumumba, Moscow, Russia

Abstract: The paper considers the problem of planning a set of non-conflicting trajectories for a group of intelligent agents. The proposed algorithm uses a prioritized approach and works in two stages: independent planning of individual trajectories of agents; trajectories’ coordination. A new method for trajectories’ coordination is proposed that works by adding time delays only. Due to the representation of the time axis in the form of a sequence of intervals, rather than discrete moments of time, the algorithm is able to coordinate trajectories constructed any-angle path-planning algorithms. The carried out model experimental studies have confirmed the applicability of the proposed algorithm, its high computational efficiency and the comparable quality of the solutions sought.

Keywords: path-planning, multi-agent systems, conflict resolving, A*, Theta*, grid.

DOI: 10.14357/20718594180407



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