Manufacturing control with a market-driven contract net
Manufacturing control with a market-driven contract net
Market-based control: a paradigm for distributed resource allocation
Market-based control: a paradigm for distributed resource allocation
The anatomy of a large-scale hypertextual Web search engine
WWW7 Proceedings of the seventh international conference on World Wide Web 7
Dynamic collaborator discovery in information intensive environments
ACM Computing Surveys (CSUR)
Entropy and self-organization in multi-agent systems
Proceedings of the fifth international conference on Autonomous agents
Effort profiles in multi-agent resource allocation
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Self-organising communities formed by middle agents
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 3
Self-Organization in Biological Systems
Self-Organization in Biological Systems
The RAPPID Project: Symbiosis between Industrial Requirements and MAS Research
Autonomous Agents and Multi-Agent Systems
A Physically Grounded Approach to Coordinate Movements in a Team
ICDCSW '02 Proceedings of the 22nd International Conference on Distributed Computing Systems
A Systematic Market Approach to Distributed Constraint Problems
ICMAS '98 Proceedings of the 3rd International Conference on Multi Agent Systems
Distributed Motion Coordination with Co-Fields: A Case Study in Urban Traffic Management
ISADS '03 Proceedings of the The Sixth International Symposium on Autonomous Decentralized Systems (ISADS'03)
Information-driven phase changes in multi-agent coordination
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
The MarCon algorithm: A systematic market approach to distributed constraint problems
Artificial Intelligence for Engineering Design, Analysis and Manufacturing
Wasp-like Agents for Distributed Factory Coordination
Autonomous Agents and Multi-Agent Systems
Universality in Multi-Agent Systems
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 2
Agents Swarming in Semantic Spaces to Corroborate Hypotheses
AAMAS '04 Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems - Volume 3
Towards a paradigm change in computer science and software engineering: a synthesis
The Knowledge Engineering Review
Communications of the ACM - The disappearing computer
A Fictitious Play Approach to Large-Scale Optimization
Operations Research
Global convergence of local agent behaviors
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Spray computers: Explorations in self-organization
Pervasive and Mobile Computing
The AARIA agent architecture: From manufacturing requirements to agent-based system design
Integrated Computer-Aided Engineering
Environments for multiagent systems state-of-the-art and research challenges
E4MAS'04 Proceedings of the First international conference on Environments for Multi-Agent Systems
Link travel time prediction for decentralized route guidance architectures
IEEE Transactions on Intelligent Transportation Systems
Pervasive pheromone-based interaction with RFID tags
ACM Transactions on Autonomous and Adaptive Systems (TAAS)
An architecture for exception management in multiagent systems
International Journal of Agent-Oriented Software Engineering
Design Patterns for Self-organising Systems
CEEMAS '07 Proceedings of the 5th international Central and Eastern European conference on Multi-Agent Systems and Applications V
Implementing the “Design for Emergence” Principle in GDSS
Proceedings of the 2010 conference on Bridging the Socio-technical Gap in Decision Support Systems: Challenges for the Next Decade
Standing on the shoulders of ants: stigmergy in the web
Proceedings of the 20th international conference companion on World wide web
Interpreting digital pheromones as probability fields
Winter Simulation Conference
Planning in collaborative stigmergic workspaces
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part II
A first account on stigmergic information systems and their impact on platform development
Proceedings of the WICSA/ECSA 2012 Companion Volume
Stigmergic agent-based adaptive content sequencing in an e-learning environment
International Journal of Advanced Intelligence Paradigms
Elements of software ecosystem early-stage design for collective intelligence systems
Proceedings of the 2013 International Workshop on Ecosystem Architectures
A botnet-based command and control approach relying on swarm intelligence
Journal of Network and Computer Applications
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Stigmergy (the coordination of agents through signs they make and sense in a shared environment) was originally articulated in the study of social insects. Its basic processes are much simpler than those usually used to model human-level cognition. Thus it is an attractive way to coordinate agents in engineered environments such as robotics or information processing. Stigmergic coordination is not limited to insects. Humans regularly use environmentally-mediated signals to coordinate their activities. This paper develops a schema for analyzing stigmergy among humans, discusses examples (some using a computational environment and others antedating digital computation), and suggests how the use of such mechanisms may be extended.