Search Results for author: Jonathan Yumeng Li

Found 2 papers, 1 papers with code

WaveCorr: Correlation-savvy Deep Reinforcement Learning for Portfolio Management

1 code implementation14 Sep 2021 Saeed Marzban, Erick Delage, Jonathan Yumeng Li, Jeremie Desgagne-Bouchard, Carl Dussault

The problem of portfolio management represents an important and challenging class of dynamic decision making problems, where rebalancing decisions need to be made over time with the consideration of many factors such as investors preferences, trading environments, and market conditions.

Decision Making Management +4

Deep Reinforcement Learning for Equal Risk Pricing and Hedging under Dynamic Expectile Risk Measures

no code implementations9 Sep 2021 Saeed Marzban, Erick Delage, Jonathan Yumeng Li

Recently equal risk pricing, a framework for fair derivative pricing, was extended to consider dynamic risk measures.

Reinforcement Learning (RL)

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