Evolving social rationality for MAS using "tags"
AAMAS '03 Proceedings of the second international joint conference on Autonomous agents and multiagent systems
Effective tag mechanisms for evolving coordination
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Stable cooperation in the N-player prisoner's dilemma: the importance of community structure
ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning
The success and failure of tag-mediated evolution of cooperation
LAMAS'05 Proceedings of the First international conference on Learning and Adaption in Multi-Agent Systems
Applying a socially inspired technique (tags) to improve cooperation in P2P networks
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
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This paper explores the evolution of strategies in an n-player dilemma game. These n-player dilemmas provide a formal representation of many real world social dilemmas. Those social dilemmas include littering, voting and sharing common resources such as sharing computer processing time. This paper explores the evolution of altruism using an n-player dilemma and our results show the importance of sociability in these games. We propose a novel tag-mediated mechanism to allow for n-player interactions. This paper provides an examination of the interaction dynamics that occur in these n-player games when sociability is an evolved trait. Our results show how the agent population changes and evolves rapidly in response to the strategies of their peers in the population.