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Sayan Dhan

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#machine learning Preprint Sep 2026

AlphaRJM: Reward-Jump Memory for Stochastic Return-Guided Alpha Discovery

Reward-Jump Memory, an event-driven latent state that remains fixed during token construction and updates only at terminal evaluation events using the realized pool reward and evaluation outcome, and an action-conditioned SDE return critic that represents future discounted discovery returns with stochastic particles ar...

Sayan Dhan, Selvaraju Natarajan · 0 citations