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08/01/2023
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval
As natural language interfaces enable users to express increasingly comp...
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11/19/2019
Efficient decorrelation of features using Gramian in Reinforcement Learning
Learning good representations is a long standing problem in reinforcemen...
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05/13/2019
Distributional Reinforcement Learning for Efficient Exploration
In distributional reinforcement learning (RL), the estimated distributio...
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03/18/2019
Deep Reinforcement Learning with Decorrelation
Learning an effective representation for high-dimensional data is a chal...
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11/05/2018
QUOTA: The Quantile Option Architecture for Reinforcement Learning
In this paper, we propose the Quantile Option Architecture (QUOTA) for e...
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03/01/2018
House Price Modeling over Heterogeneous Regions with Hierarchical Spatial Functional Analysis
Online real-estate information systems such as Zillow and Trulia have ga...
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03/01/2018
