Increasing Coalition Stability in Large-Scale Coalition Formation with Self-Interested Agents

@inproceedings{Janovsky2016IncreasingCS,
  title={Increasing Coalition Stability in Large-Scale Coalition Formation with Self-Interested Agents},
  author={Pavel Janovsky and Scott A. DeLoach},
  booktitle={ECAI},
  year={2016}
}
In coalition formation with self-interested agents both social welfare of the multi-agent system and stability of individual coalitions must be taken into account. However, in large-scale systems with thousands of agents, finding an optimal solution with respect to both metrics is infeasible. In this paper we propose an approach for finding coalition structures with suboptimal social welfare and coalition stability in largescale multi-agent systems. Our approach uses multi-agent simulation to… CONTINUE READING

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