Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence
Multi-Agent Systems: An Introduction to Distributed Artificial Intelligence
An Introduction to Genetic Algorithms
An Introduction to Genetic Algorithms
Machine Learning
Notions of reputation in multi-agents systems: a review
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Reputation and social network analysis in multi-agent systems
Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1
Minds and Machines
State of XCS Classifier System Research
Learning Classifier Systems, From Foundations to Applications
What Should We Do Before Running a Social Simulation?
Social Science Computer Review - History and computing
Simulation for the Social Scientist
Simulation for the Social Scientist
An integrated trust and reputation model for open multi-agent systems
Autonomous Agents and Multi-Agent Systems
Artificial Intelligence: A Modern Approach
Artificial Intelligence: A Modern Approach
An Introduction to MultiAgent Systems
An Introduction to MultiAgent Systems
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Self-aware individuals are more likely to consider whether their actions are appropriate in terms of public self-consciousness, and to use that information to execute behaviors that match external standards and/or expectations. The learning concepts through which individuals monitor themselves have generally been overlooked by artificial intelligence researchers. Here we report on our attempt to integrate a self-awareness mechanism into an agentâ聙聶s learning architecture. Specifically, we describe (a) our proposal for a self-aware agent model that includes an external learning mechanism and internal cognitive capacity with super-ego and ego characteristics; and (b) our application of a version of the iterated prisonerâ聙聶s dilemma representing conflicts between the public good and private interests to analyze the effects of self-awareness on an agentâ聙聶s individual performance and cooperative behavior. Our results indicate that self-aware agents who consider public self-consciousness utilize rational analysis in a manner that promotes cooperative behavior and supports faster societal movement toward stability. We found that a small number of self-aware agents are sufficient for improving social benefits and resolving problems associated with collective irrational behaviors.