Cognifold is a new proactive memory architecture that folds event streams into emergent cognitive structures by extending complementary learning systems theory with a prefrontal intent layer and graph topology self-organization.
Whatever next? predictive brains, situated agents, and the future of cognitive science.Behavioral and brain sciences, 36(3):181–204, 2013
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Model-free RNN agents in Overcooked-AI spontaneously develop structured internal models of partner abilities when they can allocate tasks, enabling adaptation to novel collaborators.
citing papers explorer
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Cognifold: Always-On Proactive Memory via Cognitive Folding
Cognifold is a new proactive memory architecture that folds event streams into emergent cognitive structures by extending complementary learning systems theory with a prefrontal intent layer and graph topology self-organization.
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Partner Modelling Emerges in Recurrent Agents (But Only When It Matters)
Model-free RNN agents in Overcooked-AI spontaneously develop structured internal models of partner abilities when they can allocate tasks, enabling adaptation to novel collaborators.