Using reservations for multiagent resource allocation with costly preemption

被引:2
|
作者
Pinhey, Graham [1 ]
Doucette, John A. [2 ]
Cohen, Robin [3 ,4 ]
机构
[1] Univ Waterloo, Waterloo, ON, Canada
[2] New Coll Florida, Div Nat Sci, Sarasota, FL 34243 USA
[3] Univ Waterloo, David R Cheriton Sch Comp Sci, Waterloo, ON, Canada
[4] Univ Waterloo, Fac Math, Res, Waterloo, ON, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Multiagent resource allocation; preemption; proxy agents; plan-based coordination;
D O I
10.3233/MGS-180289
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We examine multiagent resource allocation to maximize global utility in settings with dynamic arrivals, proposing a distributed coordination framework that allows resource preemptions. We then introduce the concept of resource reservations to address expected future changes in the task allocation environment; accounting for switching costs and considering irrevocable allocations both become desirable. We address these problems using dummy agents and validate our approach using simulations comparing utility with and without dummy agents. We discuss the value of this framework in the context of social computing, enabling improved interactions for teamwork and coordination in domains like health care for emergency response management.
引用
收藏
页码:219 / 242
页数:24
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