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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Alireza Taheri

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Review Open access Aug 2026

A survey on LLM-enhanced reinforcement learning in financial markets

A three-paradigm taxonomy (feature-based, auxiliary-based, and policy-based) based on the functional role of LLMs within the RL pipeline is proposed, which provides superior scalability and stability, though often at the expense of representational depth.

Ghusoon Hadi al-Aldaffaie, Alireza Taheri, Amirfarhad Farhadi et al. · 0 citations
Aug 2026

A structurally sparse and robust XAI framework

A novel Ante-hoc Explainable AI framework designed to bridge the interpretability-accuracy trade-off in high-stakes financial prognosis, specifically within credit scoring systems, which provides a verifiable and robust solution for modern, regulatory-compliant financial environments.

Deniz NoorMohammadzadehMaleki, Mahdi Baghaei Oskouei, Alireza Taheri et al. · 0 citations

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