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Mujahid Merchant

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Posted By Mujahid Merchant 03-17-2026 19:33
Found In Egroup: INFORMS College on Artificial Intelligence
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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 ...
Posted By Mujahid Merchant 03-17-2026 19:33
Found In Egroup: INFORMS Open Forum
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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 ...
Posted By Mujahid Merchant 02-17-2026 23:42
Found In Egroup: INFORMS Open Forum
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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 ...
Posted By Mujahid Merchant 02-09-2026 11:25
Found In Egroup: INFORMS Open Forum
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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 ...