Abstract: The traditional portfolio management approaches tend to rely on static models that struggle to adapt to changing market conditions. This paper deploys a multi-model deep reinforcement ...

This portfolio website serves as a comprehensive showcase of Muhammad Ilyas Amran's professional journey as a Software Developer and Graphic Designer. It includes detailed sections for education, work ...

Most stocks fail to beat T-bills, making long-term success dependent on owning the rare companies that create nearly all market wealth. That’s why I highlight Brookfield and Enbridge, two diversified, ...

In the staid world of sovereign wealth and pension funds, an evolution is underway that could rewrite how trillions of dollars get invested. For decades, these institutional allocators took roughly ...

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Japanese automaker Subaru has a fairly extensive range of vehicles in the U.S. Among the more successful models sold by the company include the Subaru Crosstrek, the Forester, and the Subaru Outback.

Relying on the backtest, SPMO generates alpha compared to the S&P 500 or other factor-based ETFs. The time-sensitive structure of SPMO mitigates the overcrowded risk, but hardly calms downturns, and ...

Abstract: This paper explores the use of a Deep Reinforcement Learning (DRL) model for dynamic portfolio management in the financial market. With the help of deep neural networks and the Twin-Delayed ...

Google says images styled with CSS won’t be indexed in Image Search, advising developers to use HTML tags for important visuals. CSS background images aren’t indexed by Google Image Search. Google ...

Note: these guidelines are for IXD students entering in Fall 2025 or later. For students entering before Fall 2025, please consult these guidelines. All students pursuing the MS in Information ...

If your personal portfolio is in a bear market (defined as a 20% decline from peak levels) right now, do know that you're not alone. And while the stock market (think the S&P 500 and Nasdaq 100) has ...