The authors define Collective Adaptive Intelligence and propose a three-part agent architecture (static parameters, dynamic memories, communication protocols) trained with outer and inner loop optimization to enable runtime self-adaptation.
Human-timescaleadaptation in an open-ended task space
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Conceptual Framework Toward Embodied Collective Adaptive Intelligence
The authors define Collective Adaptive Intelligence and propose a three-part agent architecture (static parameters, dynamic memories, communication protocols) trained with outer and inner loop optimization to enable runtime self-adaptation.