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06/11/2021
DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning
Games are abstractions of the real world, where artificial agents learn ...
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01/20/2021
Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments
Exploration under sparse reward is a long-standing challenge of model-fr...
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12/20/2020
AdnFM: An Attentive DenseNet based Factorization Machine for CTR Prediction
In this paper, we consider the Click-Through-Rate (CTR) prediction probl...
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11/25/2019
Projective Quadratic Regression for Online Learning
This paper considers online convex optimization (OCO) problems - the par...
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05/18/2019
RaFM: Rank-Aware Factorization Machines
Factorization machines (FM) are a popular model class to learn pairwise ...
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03/10/2019
