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10/06/2022
Deep Inventory Management
We present a Deep Reinforcement Learning approach to solving a periodic ...
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07/21/2022
MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation
Multi-horizon probabilistic time series forecasting has wide applicabili...
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09/30/2020
MQTransformer: Multi-Horizon Forecasts with Context Dependent and Feedback-Aware Attention
Recent advances in neural forecasting have produced major improvements i...
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06/13/2018
High-Dimensional Inference for Cluster-Based Graphical Models
Motivated by modern applications in which one constructs graphical model...
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06/13/2018
Marginal Policy Gradients for Complex Control
Many complex domains, such as robotics control and real-time strategy (R...
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06/01/2018