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01/06/2021
Learn Dynamic-Aware State Embedding for Transfer Learning
Transfer reinforcement learning aims to improve the sample efficiency of...
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06/04/2020
Differentiable Linear Bandit Algorithm
Upper Confidence Bound (UCB) is arguably the most commonly used method f...
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07/12/2019
Laplacian-regularized graph bandits: Algorithms and theoretical analysis
We study contextual multi-armed bandit problems in the case of multiple ...
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02/11/2019
Error Analysis on Graph Laplacian Regularized Estimator
We provide a theoretical analysis of the representation learning problem...
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12/03/2018
Data Driven Chiller Plant Energy Optimization with Domain Knowledge
Refrigeration and chiller optimization is an important and well studied ...
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07/31/2018