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Shamiul Hoque Shan

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#reinforcement learning Open access Sep 2026

A General Dynamic Theory of Competitive Signal Diversion

Competitive interaction among autonomous sub-agents in a complex adaptive system generates a structural dilemma: unconstrained rivalry accelerates innovation while simultaneously producing destructive entropy, whereas forced equilibrium removes destructive friction at the price of evolutionary stagnation. The present w...

Shamiul Hoque Shan · 0 citations

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