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Primary and secondary diagnosis of multi-agent plan execution
2008
Autonomous Agents and Multi-Agent Systems
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Diagnosis of plan failures is an important subject in both single-and multi-agent planning. ...
We introduce two general types of plan diagnosis: primary plan diagnosis identifying the incorrect or failed execution of actions, and secondary plan diagnosis that identifies the underlying causes of ...
Project DIT5780: Distributed Model Based Diagnosis and Repair. ...
doi:10.1007/s10458-008-9045-x
fatcat:xlxlsuvxw5falmiaz6vutdzcdq
Diagnosis of Multi-agent Plan Execution
[chapter]
2006
Lecture Notes in Computer Science
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Diagnosis of plan failures is an important subject in both single-and multi-agent planning. ...
We introduce two general types of plan diagnosis: primary plan diagnosis identifying the incorrect or failed execution of actions, and secondary plan diagnosis that identifies the underlying causes of ...
[3, 11] also apply diagnosis to (multi-agent) plans. ...
doi:10.1007/11872283_8
fatcat:kwy52oh7mndgdfb4yi4l2eupvy
Detection of Plan Deviation in Multi-Agent Systems
2016
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
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Plan monitoring in a collaborative multi-agent system requires an agent to not only monitor the execution of its own plan, but also to detect possible deviations or failures in the plan execution of its ...
We design an Expectation Maximization (EM) based algorithm for detection of plan deviation of teammates in such a multi-agent system. ...
Acknowledgments We thank the anonymous reviewers for helpful comments and suggestions. This work was supported in part by an AFOSR Summer Faculty Fellowship awarded to Bikramjit Banerjee in 2014. ...
doi:10.1609/aaai.v30i1.10134
fatcat:46yhqbcpofgcleycu6a6cpejae
Introduction to the special issue on the Fourth German Conference on Multiagent System Technologies (MATES)
2008
Autonomous Agents and Multi-Agent Systems
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De Jong et al. describe a framework for primary and secondary diagnosis of multiagent plan execution and Bürkle et al. show results of an evaluation of security aspects of mobile agent platforms. ...
In Hahn et al. a metamodel for agent-based systems is presented that supports the development of design tools for such systems. ...
doi:10.1007/s10458-008-9049-6
fatcat:zsxpoxd76rggxmbr2ljt65pudi
Cooperative Monitoring to Diagnose Multiagent Plans
2014
The Journal of Artificial Intelligence Research
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Diagnosing the execution of a Multiagent Plan (MAP) means identifying and explaining action failures (i.e., actions that did not reach their expected effects). ...
To cope with dependent failures, CWCM is coupled with a diagnostic engine that distinguishes between primary and secondary action failures. ...
Acknowledgments The authors wish to thank the anonymous reviewers for their insightful comments, that have substantially contributed to the final shape of this work. ...
doi:10.1613/jair.4339
fatcat:7nlgtj6dhrd7tikprprafksozu
Fault Detection and Diagnosis in Multi-Robot Systems: A Survey
2019
Sensors
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These faults must be detected and diagnosed in time to allow continual operation. The field of Fault Detection and Diagnosis (FDD) has been studied for many years. ...
To the best of our knowledge, there is no survey that focuses on FDD for Multi-Robot Systems (MRS). In this paper we set out to fill this gap. ...
Conflicts of Interest: The authors declare no conflict of interest. ...
doi:10.3390/s19184019
fatcat:3y4ql2udsjdczdcqukywtcl2fe
Using DESs for Temporal Diagnosis of Multi-agent Plan Execution
[chapter]
2007
Lecture Notes in Computer Science
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In such domains there is a need for identifying the underlying causes of the constraint violations in order to improve plan repairs and to anticipate future constraint violations. ...
The most common reason for plan repair are the violation of a plan's temporal constraints. ...
Project DIT5780: Distributed Model Based Diagnosis and Repair. ...
doi:10.1007/978-3-540-74949-3_6
fatcat:dtvcy55sdffx5au2xylc35jcf4
ACTION FAILURE RECOVERY VIA MODEL-BASED DIAGNOSIS AND CONFORMANT PLANNING
2012
Computational intelligence
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The problem is approached by exploiting techniques of the Model-Based Diagnosis (MBD) for detecting failures (plan execution monitoring) and for explaining these failures in terms of faulty functionalities ...
The paper focuses on a single agent performing its own plan, however the proposed methodology takes also into account that agents are typically situated into a multi-agent scenario and that commitments ...
More precisely, while the plan diagnosis is the primary diagnosis identifying the failed actions; the secondary diagnosis explains why those actions have failed. ...
doi:10.1111/j.1467-8640.2012.00444.x
fatcat:62fzuleynvdc7c4n767nx2empq
BioMAS: A MULTI-AGENT SYSTEM FOR GENOMIC ANNOTATION
2002
International Journal of Cooperative Information Systems
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The explosive growth in genomic (and soon, expression and proteomic) data, exemplified by the Human Genome Project, is a fertile domain for the application of multi-agent information gathering technologies ...
In this paper we discuss the use of DECAF, a multi-agent system toolkit based on RETSINA and TAEMS, to build reusable information gathering systems for bioinformatics. ...
, and eventually learning and self-diagnosis [21] . ...
doi:10.1142/s0218843002000595
fatcat:2pqtgasnbjh5xdgcbng3mqyaty
An integrated approach of MAS-CommonKADS, Model–View–Controller and web application optimization strategies for web-based expert system development
2011
Expert systems with applications
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Organization Model : Organization model is a tool for analysis and describing the organization into which the multi-agent system is going to be introduced and the social organization of the agent society ...
It determines the architecture of both the global multiagent network and each agent. ...
Fig 1 : 1 Use Cases for Disorder Diagnosis Use case above shows, obtaining diagnosis of disorder by the primary actor 'Farmer', where the secondary actors 'Extension Worker' and 'Diagnostician' provide ...
doi:10.1016/j.eswa.2010.06.080
fatcat:quy635j3uvfexg4b2moe3t6f3y
Multi-agent Transit Operations and Assignment Model
2013
Procedia Computer Science
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Multi-agent simulations aim to mimic the emergence of global spontaneous order from numerous inter-dependent local decisions. ...
Transit systems exercise complex dynamics and evolve through the interaction of various agents. ...
The dynamic representation of an urban transport system involves two primary agent categories: vehicles and travellers. Both categories could refer to various transport sub-systems and users. ...
doi:10.1016/j.procs.2013.06.107
fatcat:fkowtltumrcmpcyfic3tthdh54
Smart Agent and it's effect on Artificial Intelligence : A Review Study
2021
ICONTECH INTERNATIONAL JOURNAL
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To begin with, the information available on the internet is disorganized, multi-modal, and spread around the globe on server pages. ...
To fix this issue, the idea of "Intelligent Software Agents" has been suggested. ...
in terms of statistical operators) and manages the execution of that plan. ...
doi:10.46291/icontechvol5iss4pp1-9
fatcat:uj5fjkf5zjabpkzshqdwrdx7cy
Are we failing workers with symptoms suggestive of occupational asthma?
2007
Primary Care Respiratory Journal
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Patients experienced a mean delay for assessment in secondary care of 4 years (range 1-27 years) following presentation in primary care. ...
Aims: To assess the route to secondary care for patients with possible occupational asthma, and to document the duration of workrelated symptoms and referral times. ...
Acknowledgements and funding declaration The authors wish to thank all the workers and patients who participated in this study, and the Health and Safety Executive of the United Kingdom who provided funding ...
doi:10.3132/pcrj.2007.00064
pmid:17934677
fatcat:duzpf32nirdl3eesi4iy47qota
Are we failing workers with symptoms suggestive of occupational asthma?
2007
Primary Care Respiratory Journal
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Patients experienced a mean delay for assessment in secondary care of 4 years (range 1-27 years) following presentation in primary care. ...
Aims: To assess the route to secondary care for patients with possible occupational asthma, and to document the duration of workrelated symptoms and referral times. ...
Acknowledgements and funding declaration The authors wish to thank all the workers and patients who participated in this study, and the Health and Safety Executive of the United Kingdom who provided funding ...
doi:10.3132/pcrj.2007.00073
fatcat:t6u74q4twverjjyap3brp3llsy
Implementing an Integrative Multi-agent Clinical Decision Support System with Open Source Software
2010
Journal of medical systems
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The system helps physicians with data collection, diagnosis formulation, treatment planning and finding supporting evidence. ...
In this paper we present the design and implementation of MET3 -a prototype multi-agent system providing an integrative decision support that spans over the entire decision making process. ...
The authors would like to thank the MET3 programming team of Tomasz Buchert, Bartosz Kukawka, and Tomasz Maciejewski. ...
doi:10.1007/s10916-010-9452-9
pmid:20703742
fatcat:qwimmu64dng3vab6uomcsmvms4
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