Robust Plan Execution in Multi-Agent Environments

被引:2
|
作者
Guzman, Cesar [1 ]
Castejon, Pablo [1 ]
Onaindia, Eva [1 ]
Frank, Jeremy [2 ]
机构
[1] Univ Politecn Valencia, Dept Sistemas Informat & Computac, E-46022 Valencia, Spain
[2] NASA, Ames Res Ctr, Moffett Field, CA USA
关键词
multi-agent; reactive planner; dynamic execution; monitoring plan execution; reactive execution agent; coordination; unpredictable environment;
D O I
10.1109/ICTAI.2014.65
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents a novel multi-agent reactive execution model that keeps track of the execution of an agent to recover from incoming failures. It is a domain-independent execution model, which can be exploited in any planning control application, embedded into a more general multi-agent planning framework. The multi-agent reactive execution model provides a mechanism allowing an agent to respond to failures that prevent completion of a task when another agent is not able to repair the failure by itself. The model exploits the reactive planning capabilities of agents to come up with a solution at runtime, thus preventing agents from having to resort to replanning. We show the application of the proposed model for the control of multiple autonomous space vehicles.
引用
收藏
页码:384 / 391
页数:8
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