An Academic Study: Normative Theory of Intuitive Reasoning

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This research introduces a gradient-based reasoning framework addressing limitations in classical models of problem-solving. By integrating symbolic and subsymbolic dynamics, the theory emphasizes global problem structure encoding and successor representation dynamics to refine behavioral reasoning. Results demonstrate enhanced goal-directed reasoning, adaptive planning, and hierarchical abstraction. The discussion highlights unification of cognitive traditions, predictions for cognitive...