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This paper studies decentralized coalition formation as a dynamical process driven by unilateral exit-and-join decisions, using the Aumann-Dreze value for local payoff evaluation. It establishes equilibrium characterizations, Lyapunov and potential representations, and analyzes the impact of switching/acceptance costs on stability.