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cs.AI2025
Hierarchical Learning for Maze Navigation: Emergence of Mental Representations via Second-Order Learning
Shalima Binta Manir, Tim Oates
Mental representation, characterized by structured internal models mirroring external environments, is fundamental to advanced cognition but remains challenging to investigate empi…
cs.AI2025
One Model, Two Minds: A Context-Gated Graph Learner that Recreates Human Biases
Shalima Binta Manir, Tim Oates
We introduce a novel Theory of Mind (ToM) framework inspired by dual-process theories from cognitive science, integrating a fast, habitual graph-based reasoning system (System 1),…