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Constructive Memory for Decision Making: Offline Reinforcement Learning with Value-Guided Action Reconstruction
Biological agents refine behavioral strategies through offline consolidation without real time environmental interaction. Cognitive science suggests this capability stems from constructive memory, where the brain actively reconstructs the past guided by current goals rather than mechanically replayi
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