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Comparative Study of Self-organizing Robotic Systems Regarding Basic Architecture [chapter]

Irina-Gabriela Lolu, Aurelian Mihai Stanescu
2010 IFIP Advances in Information and Communication Technology  
Different self-organizing algorithms (bio and non-bio inspired) have been developed by scientist worldwide with general applicability in autonomous systems, multi-robot systems, autonomic networking, sensor  ...  We identify requirements for implementing efficiently self-organization mechanisms with high applicability in multi-robot systems.  ...  In contrast with stigmergy, the social approach uses direct communication,.  ... 
doi:10.1007/978-3-642-11628-5_19 fatcat:6qyj2d3slrerfi44auoeoje4yu

Extending the RoboCup Rescue to Support Stigmergy: Experiments and Results

Fernando dos Santos, Gabriel Rigo da Cruz Jacobsen, Carlos Alberto Barth
2013 Revista de Informática Teórica e Aplicada  
We extended the RCR to enable the use of stigmergy by the agents.  ...  In this model agents use indirect communication (communication through the environment) in order to coordinate actions.  ...  We have extended the RCR to incorporate stigmergy. The agents can now drop and sense pheromones in the environment, enabling the formation of pheromone trails and so, the use of stigmergy.  ... 
doi:10.22456/2175-2745.30492 fatcat:s2swk5os5bfxlpyoqi5tabho5e

Standing on the shoulders of ants

Aiden Charles Dipple
2011 Proceedings of the 20th international conference companion on World wide web - WWW '11  
Stigmergy is a biological term used when discussing insect or swarm behavior, and describes a model supporting environmental communication separately from artifacts or agents.  ...  A significant contribution from this research would be to create a model of Web stigmergy, identifying virtual pheromones and their importance in the collaborative process.  ...  4) Does creating the signal unintentionally introduce an emergent communication which is vital to the grand purpose (i.e.: an implicit communication)?  ... 
doi:10.1145/1963192.1963343 dblp:conf/www/Dipple11 fatcat:nb5wc5czyzglparhtnectwsmcu

Combining stigmergic and flocking behaviors to coordinate swarms of drones performing target search

Mario G. C. A. Cimino, Alessandro Lazzeri, Gigliola Vaglini
2015 2015 6th International Conference on Information, Intelligence, Systems and Applications (IISA)  
For this purpose, it is challenging to investigate the use of biologically-inspired mechanisms.  ...  In this paper, we present a novel and fully decentralized model for target search, and experiment it empirically using a multi-agent simulation platform.  ...  In our approach, stigmergy and flocking are two emergent behavioral patterns which should work in conjunction with other basic behavioral patterns of the drone, such as obstacle and boundary avoidance.  ... 
doi:10.1109/iisa.2015.7387990 dblp:conf/iisa/CiminoLV15a fatcat:f5teopu375hg3pcyhixlnf72sy

Self-Organisation and Emergence in MAS: An Overview

Giovanna Di Marzo Serugendo, Marie-Pierre Gleizes, Anthony Karageorgos
2006 Informatica (Ljubljana, Tiskana izd.)  
This paper aims to define the concepts of self-organisation and emergence and to provide a state of the art survey about the different classes of self-organisation mechanisms applied in the multi-agent  ...  It is widely believed that multi-agent systems coordinated by selforganisation and emergence mechanisms are an effective way to design these systems.  ...  Implementation in MAS Studies on self-organisation and emergence focus on naturally inspired approaches (bio-inspired approaches [41] , and socially-based approaches [30] ) and non naturally inspired  ... 
dblp:journals/informaticaSI/SerugendoGK06 fatcat:ncxf5kqsybfwzb6dfodhxwla3q

Cooperative Intelligent Agents for Speeding up the Replication of Complement-Based Self- Replicated, Self-Assembled Systems (CBSRSAS) [chapter]

Mostafa M. H. Ellabaan
2008 Brain, Vision and AI  
In the first model, we utilize homogeneous stigmergy multi-agent system that can utilize the concept of stigmergy (i.e. to put sign) (Theraulaz, 1999) to communicate between agents.  ...  In the second model, we suggested another multi-agent system, the heterogeneous stigmergy-based multi-agent system, which also utilizes the stigma as an approach for communication among agents in the multi-agent  ...  which is inspired from ant-colony as an approach for communication between agents.  ... 
doi:10.5772/6039 fatcat:uwbhkd2jivdfnezh6oyx7ivvcu

Internet of Intelligence: The Collective Advantage for Advancing Communications and Intelligence [article]

Rongpeng Li, Zhifeng Zhao, Xing Xu, Fei Ni, Honggang Zhang
2020 arXiv   pre-print
Meanwhile, we propose a stigmergy-based federated collective intelligence and demonstrate its achievement in a simulated scenario where the agents collectively work together to form a pattern through simple  ...  Consequently, benefiting from the advancement in communication technology and AI, we boldly argue that the conditions for collective intelligence (CI) will be mature in the 6G era and CI will emerge among  ...  On the other hand, compared to centralized training approaches, federated learning is a de-centralized training approach which enables to collaboratively learn a machine learning model while keeping all  ... 
arXiv:1905.00719v7 fatcat:4efsjv5norbillocf52xgk55oe

Towards a decentralized architecture for information dissemination in Inter-Vehicles Networks

K. Dar, M. Bakhouya, J. Gaber, M. Wack
2010 ACS/IEEE International Conference on Computer Systems and Applications - AICCSA 2010  
In this paper, a decentralized architecture inspired by stigmergy and direct communication between Ants is presented.  ...  Preliminary results are reported to first show the effectiveness of the proposed information dissemination strategy.  ...  More precisely, this paper proposes an approach that takes inspiration from the Ants' communication principles for information dissemination in inter-vehicles communication.  ... 
doi:10.1109/aiccsa.2010.5587022 dblp:conf/aiccsa/DarBGW10 fatcat:ubotbzonpnfzfgbqinr3q7vkdu

State-of-the-Art and Trends in Nature-inspired Coordination Models

Stefano Mariani, Andrea Omicini
2017 The IEEE intelligent informatics bulletin  
In particular, in the last decade nature-inspired coordination (NIC) models emerged as the most effective approaches to tackle the complexity of pervasive, intelligent, and self-* systems.  ...  Mostly stemming from closed parallel systems, coordination models and technologies gained in scope and expressive power so as to deal with complex distributed systems.  ...  ACKNOWLEDGMENT The authors would like to thank Prof.  ... 
dblp:journals/cib/0001O17 fatcat:2k3nyevbmjdo5eegyyoof3ojmm

STIGMERGY: A DESIGN PATTERN FOR PRODUCT-DRIVEN SYSTEMS

Rémi Pannequin, André Thomas
2009 IFAC Proceedings Volumes  
This paper proposes a new interpretation of stigmergy, where cooperation between production actors is achieved thanks to attributes (informational pheromones) attached to products.  ...  Agent-oriented components which implement it are presented, and then applied on an experimental platform.  ...  Staff agents are present in the platform to enable customers to configure and generate production orders (i.e. product agents).  ... 
doi:10.3182/20090603-3-ru-2001.0482 fatcat:e643tga7wnb5pikc4s2l6eogni

Swarm coordination of mini-UAVs for target search using imperfect sensors

Antonio L. Alfeo, Mario G. C. A. Cimino, Nicoletta De Francesco, Alessandro Lazzeri, Massimiliano Lega, Gigliola Vaglini
2018 International Journal of Intelligent Decision Technologies  
In this paper a biologically-inspired mechanisms is adopted to coordinate drones performing target search with imperfect sensors.  ...  The emergent coordination of drones relies on the alignment of stigmergy and flocking strategies.  ...  Acknowledgements This work was carried out in the framework of the SCIADRO project, cofunded by the Tuscany Region (Italy) under the Regional Implementation Programme for Underutilized  ... 
doi:10.3233/idt-170317 fatcat:keqsbtqa65hpvdyctfx6bom7ma

ANT: Agent Stigmergy-Based IoT-Network for Enhanced Tourist Mobility

Pablo López-Matencio, Javier Vales-Alonso, Enrique Costa-Montenegro
2017 Mobile Information Systems  
In this work, we propose ANT, a network of agents which exchange information in a stigmergy-based fashion.  ...  We have applied ANT to a tourist mobility scenario, where both people and things (events, restaurants, performances, etc.) participate. ANT has achieved notable success in this example case.  ...  A systematic approach of stigmergy can resolve a complex problem via the single action of agents [7] . In our case, the visitor performs a tour carrying a software agent (e.g., on a smartphone).  ... 
doi:10.1155/2017/1328127 fatcat:ezkyumldfjdqhexq2blxpqr6qu

SRoCS: Leveraging Stigmergy on a Multi-robot Construction Platform for Unknown Environments [chapter]

Michael Allwright, Navneet Bhalla, Haitham El-faham, Anthony Antoun, Carlo Pinciroli, Marco Dorigo
2014 Lecture Notes in Computer Science  
The SRoCS platform is designed to leverage stigmergy in order to coordinate multi-robot construction in unknown environments.  ...  In nature, social insects coordinate the construction of their nests using stigmergy, a mechanism of indirect coordination that is robust and adaptive.  ...  This approach to leveraging stigmergy is inspired by the work of Theraulaz et al. [26, 27] and is an example of using qualitative stigmergy in the SRoCS platform.  ... 
doi:10.1007/978-3-319-09952-1_14 fatcat:oyo2allvpreermfxbzgg2de644

MARS, a Multi-Agent System for Assessing Rowers' Coordination via Motion-Based Stigmergy

Marco Avvenuti, Daniel Cesarini, Mario Cimino
2013 Sensors  
More specifically, in the system, the first level of processing is managed by marking agents, which release marks in a sensing space, according to the rowers' motion.  ...  The accumulation of marks enables a stigmergic cooperation mechanism, generating collective marks, i.e., short-term memory structures in the sensing space.  ...  Acknowledgments The authors would like to thank Kyle J. Lauersen for critical editing of the manuscript. Conflicts of Interest The authors declare no conflict of interest.  ... 
doi:10.3390/s130912218 pmid:24036582 pmcid:PMC3821310 fatcat:r4734ur3jjcrpicsoz7sackmle

Directed stigmergy-based control for multi-robot systems

Fitzgerald Steele, Geb Thomas
2007 Proceeding of the ACM/IEEE international conference on Human-robot interaction - HRI '07  
In order to overcome the inherent complexity of controlling multiple robots, the user must be able to give high-level, goal driven direction to the robot team.  ...  Inspiration from natural decentralized systems guides the development of a computer simulation for stigmergy-based control of multi-robot system, and the interface with which an operator can interact and  ...  Directed Stigmergy is inspired by examples of emergent behavior in self-organizing, decentralized, systems found in nature: foraging behavior of ant colonies and molecule bonding.  ... 
doi:10.1145/1228716.1228747 dblp:conf/hri/SteeleT07 fatcat:4y3nxup7d5chvpnethd7llyfsy
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