/Multiagent Coordination in Tightly Coupled Task Scheduling

Multiagent Coordination in Tightly Coupled Task Scheduling

Katia Sycara and Jyi Shane Liu
Conference Paper, 1996 International Conference on Multi-Agent Systems, January, 1996

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Abstract

We consider an environment where agents’ tasks are tightly coupled and require real-time scheduling and execution. In order to complete their tasks, agents need to coordinate their actions both constantly and extensively. We present an approach that consists of a standard operating procedure and a look-ahead coordination. The standard operating procedure regulates task coupling and minimizes communication. The look-ahead coordination increases agents’ global visibility and provides indicative information for decision adjustment. The goal of our approach is to prune decision myopia while maintaining system responsiveness in real-time, dynamic environments. Experimental results in job shop scheduling problems show that (1) the look-ahead coordination significantly enhances the performance of the standard operating procedure in solution quality, (2) the approach is capable of producing solutions of very high quality in a real-time environment.

BibTeX Reference
@conference{Sycara-1996-16299,
author = {Katia Sycara and Jyi Shane Liu},
title = {Multiagent Coordination in Tightly Coupled Task Scheduling},
booktitle = {1996 International Conference on Multi-Agent Systems},
year = {1996},
month = {January},
}
2017-09-13T10:47:19-04:00