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Boosting On-Policy Actor-Critic With Shallow Updates in Critic
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 页码: 10
作者:
Li, Luntong
;
Zhu, Yuanheng
收藏
  |  
浏览/下载:0/0
  |  
提交时间:2024/07/03
Artificial neural networks
Vectors
Task analysis
Training
Representation learning
Approximation algorithms
Optimization
Actor-critic
deep reinforcement learning (DRL)
proximal policy optimization (PPO)
shallow reinforcement learning (SRL)
Machine Learning-based Identification of Contaminated Images in Light Curve Data Preprocessing
期刊论文
RESEARCH IN ASTRONOMY AND ASTROPHYSICS, 2024, 卷号: 24, 期号: 4
作者:
Li H(李徽)
;
Li RW(李荣旺)
;
Shu P(舒鹏)
;
Li YQ(李语强)
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  |  
浏览/下载:24/0
  |  
提交时间:2024/05/06
techniques: image processing
methods: data analysis
light pollution
Bridging the gap with grad: Integrating active learning into semi-supervised domain generalization
期刊论文
NEURAL NETWORKS, 2024, 卷号: 171, 页码: 186-199
作者:
Li, Jingwei
;
Li, Yuan
;
Tan, Jie
;
Liu, Chengbao
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  |  
浏览/下载:3/0
  |  
提交时间:2024/03/26
Domain generalization
Semi-supervised learning
Active learning
Missing data imputation and classification of small sample missing time series data based on gradient penalized adversarial multi-task learning
期刊论文
APPLIED INTELLIGENCE, 2024, 页码: 23
作者:
Liu, Jing-Jing
;
Yao, Jie-Peng
;
Liu, Jin-Hang
;
Wang, Zhong-Yi
;
Huang, Lan
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  |  
浏览/下载:6/0
  |  
提交时间:2024/03/27
Missing time series data
Small samples
Imputation
Classification
Gradient penalized adversarial Multitasking
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation Surveillance
期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 页码: 13
作者:
Qu, Jingxiang
;
Liu, Ryan Wen
;
Gao, Yuan
;
Guo, Yu
;
Zhu, Fenghua
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浏览/下载:0/0
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提交时间:2024/07/03
Intelligent transportation system (ITS)
transportation surveillance
low-light image enhancement
ultra-high-definition (UHD)
double domain guidance
Adaptive bias-variance trade-off in advantage estimator for actor-critic algorithms
期刊论文
NEURAL NETWORKS, 2024, 卷号: 169, 页码: 764-777
作者:
Chen, Yurou
;
Zhang, Fengyi
;
Liu, Zhiyong
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浏览/下载:4/0
  |  
提交时间:2024/02/22
Reinforcement Learning
Policy gradient
Actor-critic
Value function
Bias-variance trade-off
Boosting On-Policy Actor–Critic With Shallow Updates in Critic
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2024, 页码: 1-10
作者:
Luntong Li
;
Yuanheng Zhu
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浏览/下载:0/0
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提交时间:2024/06/05
Target-Following Control of a Biomimetic Autonomous System Based on Predictive Reinforcement Learning
期刊论文
BIOMIMETICS, 2024, 卷号: 9, 期号: 1, 页码: 19
作者:
Wang, Yu
;
Wang, Jian
;
Kang, Song
;
Yu, Junzhi
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  |  
浏览/下载:0/0
  |  
提交时间:2024/03/26
biomimetic motion
biomimetic autonomous system
target following
deep reinforcement learning
predictive control
Improving Generalization of Deepfake Detectors by Imposing Gradient Regularization
期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2024, 卷号: 19, 期号: 2024, 页码: 5345-5356
作者:
Weinan Guan
;
Wei Wang
;
Jing Dong
;
Bo Peng
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  |  
浏览/下载:0/0
  |  
提交时间:2024/06/21
Deepfake detection
forgery texture patterns
Explanation Guided Knowledge Distillation for Pre-trained Language Model Compression
期刊论文
ACM Transactions on Asian and Low-Resource Language Information Processing, 2024, 卷号: 23, 期号: 2, 页码: 1-19
作者:
Zhao Yang
;
Yuanzhe Zhang
;
Dianbo Sui
;
Yiming Ju
;
Jun Zhao
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  |  
浏览/下载:0/0
  |  
提交时间:2024/05/30
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