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cond-mat.soft2026
Collective adaptation to time-dependent targets for active Brownian particles
Gerhard Jung, Eric Bertin
We consider a minimal model of active agents which collectively learn to reach a target macroscopic state via a decentralized adaptation process. Agents are modeled as active Brown…
cond-mat.stat-mech2026
Theory of collective learning in populations of adaptive agents
Gerhard Jung, Johann Asnacios, Misaki Ozawa +2
We investigate homogeneous populations of smart active agents that exchange information with their neighbors to perform a decentralized learning process aimed at achieving a prescr…