Title :
Robust Plan Execution in Multi-agent Environments
Author :
Guzman, Cesar ; Castejon, Pablo ; Onaindia, Eva ; Frank, Jason
Author_Institution :
Dept. de Sist. Informaticos y Comput., Univ. Politec. de Valencia, Valencia, Spain
Abstract :
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.
Keywords :
multi-robot systems; path planning; robust control; autonomous space vehicles; domain-independent execution model; multiagent environments; multiagent planning framework; multiagent reactive execution model; planning control application; reactive planning capability; robust plan execution; Computer architecture; Context modeling; Maintenance engineering; Mars; Monitoring; Planning; Robustness; coordination; dynamic execution; monitoring plan execution; multi-agent reactive planner; reactive execution agent; unpredictable environment;
Conference_Titel :
Tools with Artificial Intelligence (ICTAI), 2014 IEEE 26th International Conference on
Conference_Location :
Limassol
DOI :
10.1109/ICTAI.2014.65