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09/06/2023
Marketing Budget Allocation with Offline Constrained Deep Reinforcement Learning
We study the budget allocation problem in online marketing campaigns tha...
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08/25/2023
Model-free Reinforcement Learning with Stochastic Reward Stabilization for Recommender Systems
Model-free RL-based recommender systems have recently received increasin...
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04/07/2023
Hierarchical Disentanglement-Alignment Network for Robust SAR Vehicle Recognition
Due to Synthetic Aperture Radar (SAR) imaging characteristics, SAR vehic...
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04/03/2023
Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR
In recent years, deep learning has been widely used in SAR ATR and achie...
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08/29/2021
A Policy Efficient Reduction Approach to Convex Constrained Deep Reinforcement Learning
Although well-established in general reinforcement learning (RL), value-...
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02/05/2018