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Is Deep Reinforcement Learning in Finance Overhyped - or Just Misapplied? There's a growing body of work applying DRL to portfolio optimization, algorithmic trading, and even monetary policy. The results often look impressive on paper. But I keep coming back to a core tension: most DRL agents are trained ...

Is Deep Reinforcement Learning in Finance Overhyped - or Just Misapplied? There's a growing body of work applying DRL to portfolio optimization, algorithmic trading, and even monetary policy. The results often look impressive on paper. But I keep coming back to a core tension: most DRL agents are trained ...

Hello INFORMS community, I am Mujahid Merchant, an independent researcher working at the intersection of AI, finance, and decision systems. My current focus is regime aware modeling for risk pricing and trust, methods that remain reliable when macro conditions, climate stress, or market structure shifts ...

Hi Tracy and everyone, thank you for starting a new welcome thread. My name is Mujahid Merchant. I am an independent researcher working at the intersection of analytics, AI, and finance, with a focus on credit risk pricing, securitization, and climate related risk modeling. As an INFORMS member, I ...