NeuroQuant: A Reinforcement Learning Framework with Stochastic Optimal Transport for Adaptive Portfolio Management Under Market Regime Shifts

This paper introduces NeuroQuant, a novel AI-driven framework that combines Reinforcement Learning (RL), Stochastic Optimal Transport (SOT), and unsupervised market regime detection for dynamic and adaptive portfolio optimization. Unlike traditional R

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Publication Details

Published
2025-08-18
DOI
https://doi.org/10.36227/techrxiv.175554738.80460787/v1
Primary Topic
Stochastic processes and financial applications
Type
article
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article

NeuroQuant: A Reinforcement Learning Framework with Stochastic Optimal Transport for Adaptive Portfolio Management Under Market Regime Shifts

A Mohammed Faazil
Stochastic processes and financial applications
article

NeuroQuant: A Reinforcement Learning Framework with Stochastic Optimal Transport for Adaptive Portfolio Management Under Market Regime Shifts

A Mohammed Faazil
article en

Abstract

This paper introduces NeuroQuant, a novel AI-driven framework that combines Reinforcement Learning (RL), Stochastic Optimal Transport (SOT), and unsupervised market regime detection for dynamic and adaptive portfolio optimization. Unlike traditional R

St. Peter's Institute of Higher Education and Research (IN)
Openalex Percentile: Top 73%
Stochastic processes and financial applications
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NeuroQuant: A Reinforcement Learning Framework with Stochastic Optimal Transport for Adaptive Portfolio Management Under Market Regime Shifts — A Mohammed Faazil · (2025) | TGRS Research Map | TGRS