Tag: Deep Learning

All the articles with the tag "Deep Learning".

• Deep Reinforcement Learning for Hedging

  3 Apr, 2026

  Quant Research

  An overview of deep hedging, focusing on how hedging can be framed as a risk-aware sequential decision problem under transaction costs, liquidity constraints, and convex risk measures.

• Teaching a Machine to Stock ATMs: Deep Reinforcement Learning for Cash Demand Forecasting

  12 Jan, 2026

  Quant Research

  A PhD course project applying the Deep Deterministic Policy Gradient (DDPG) algorithm to ATM cash demand forecasting. The problem is framed as a continuous Markov Decision Process, evaluated against industry benchmarks on the 111-ATM NN5 dataset.