Tag: Time Series Forecasting
All the articles with the tag "Time Series Forecasting".
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Teaching a Machine to Stock ATMs: Deep Reinforcement Learning for Cash Demand Forecasting
Quant ResearchA 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.