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08/05/2023
ConvFormer: Revisiting Transformer for Sequential User Modeling
Sequential user modeling, a critical task in personalized recommender sy...
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10/20/2022
Entire Space Counterfactual Learning: Tuning, Analytical Properties and Industrial Applications
As a basic research problem for building effective recommender systems, ...
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06/07/2022
Generalized Data Distribution Iteration
To obtain higher sample efficiency and superior final performance simult...
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12/08/2021
A Review for Deep Reinforcement Learning in Atari:Benchmarks, Challenges, and Solutions
The Arcade Learning Environment (ALE) is proposed as an evaluation platf...
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06/11/2021
GDI: Rethinking What Makes Reinforcement Learning Different From Supervised Learning
Deep Q Network (DQN) firstly kicked the door of deep reinforcement learn...
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06/01/2021
An Entropy Regularization Free Mechanism for Policy-based Reinforcement Learning
Policy-based reinforcement learning methods suffer from the policy colla...
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05/09/2021
CASA-B: A Unified Framework of Model-Free Reinforcement Learning
Building on the breakthrough of reinforcement learning, this paper intro...
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11/13/2020