SOAR: an architecture for general intelligence
Artificial Intelligence
Qualitative spatial reasoning: the CLOCK project
Artificial Intelligence - Special issue: Qualitative reasoning about physical systems II
Turtles, termites, and traffic jams: explorations in massively parallel microworlds
Turtles, termites, and traffic jams: explorations in massively parallel microworlds
Belief-desire-intention agent architectures
Foundations of distributed artificial intelligence
Swarm intelligence: from natural to artificial systems
Swarm intelligence: from natural to artificial systems
Coordination of Distributed Problem Solvers
Coordination of Distributed Problem Solvers
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Probabilistic Reasoning in Intelligent Systems: Networks of Plausible Inference
Evolving adaptive pheromone path planning mechanisms
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
The Gaia Methodology for Agent-Oriented Analysis and Design
Autonomous Agents and Multi-Agent Systems
Agent-Based Modeling vs. Equation-Based Modeling: A Case Study and Users' Guide
Proceedings of the First International Workshop on Multi-Agent Systems and Agent-Based Simulation
Artificial War: Multiagent-Based Simulation of Combat
Artificial War: Multiagent-Based Simulation of Combat
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
Performance of digital pheromones for swarming vehicle control
Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems
Modeling one human decision maker with a multi-agent system: the CODAGE approach
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Modeling uncertain domains with polyagents
AAMAS '06 Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems
Environment as a first class abstraction in multiagent systems
Autonomous Agents and Multi-Agent Systems
Exploiting the environment for coordinating agent intentions
E4MAS'06 Proceedings of the 3rd international conference on Environments for multi-agent systems III
Dynamic decentralized any-time hierarchical clustering
ESOA'06 Proceedings of the 4th international conference on Engineering self-organising systems
Web-Based Monitoring and Visualization of Self-Organizing Process Control Agents
IWSOS '08 Proceedings of the 3rd International Workshop on Self-Organizing Systems
Future directions for agent-based software engineering
International Journal of Agent-Oriented Software Engineering
Integrating BDI reasoning into agent based modeling and simulation
Proceedings of the Winter Simulation Conference
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The individual agents that interact in a multi-agent system typically exist along a continuum ranging from heavyweight cognitive agents (often of the "BDI" type) to lightweight agents with limited individual processing (digital ants). Most systems use agents from a single position along this spectrum. We have successfully implemented several systems in which agents of very different degrees of internal sophistication interact with one another. Based on this experience, we identify several different ways in which agents of different kinds can be integrated in a single system, and offer observations and lessons from our experiences.