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K

Kao‐Shing Hwang

department of electrical engineering

31H-index
273Paper Count
5.4KCitation Count
Published Papers 75
Publication Date
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A segmented motion synthesis method for robotic task-oriented locomotion imitation system
errKnowledge-Based Systems
IF7.6
err2025-07-23
err0
PREAI
errHaobin Shi; Ziming He; Jianning Zhan; Kao-Shing Hwang
errShare
errSave
Semi-Supervised Detection Model Based on Adaptive Ensemble Learning for Medical Images
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2025-01-01
err2
PREAI
errLi, Jingchen; Shi, Haobin; Chen, Wenbai; Liu, Naijun; Hwang, Kao-Shing
errShare
errSave
Robotic Locomotion Skill Learning Using Unsupervised Reinforcement Learning With Controllable Latent Space Partition
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-01-01
err0
PREAI
errHe, Ziming; Chen, Pengyu; Shi, Haobin; Li, Jingchen; Hwang, Kao-Shing
errShare
errSave
Using Goal-Conditioned Reinforcement Learning With Deep Imitation to Control Robot Arm in Flexible Flat Cable Assembly Task
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-10-01
err5
PREAI
errLi, Jingchen; Shi, Haobin; Hwang, Kao-Shing
errShare
errSave
A Decentralized Communication Framework Based on Dual-Level Recurrence for Multiagent Reinforcement Learning
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2024-04-01
err3
errOAAI
errLi, Xuesi; Li, Jingchen; Shi, Haobin; Hwang, Kao-Shing
errShare
errSave
DeRL: Coupling Decomposition in Action Space for Reinforcement Learning Task
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE
IF6.5
err2024-02-01
err5
PREAI
errHe, Ziming; Li, Jingchen; Wu, Fan; Shi, Haobin; Hwang, Kao-Shing
errShare
errSave
Eliminating Primacy Bias in Online Reinforcement Learning by Self-Distillation
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-01-01
err1
PREAI
errLi, Jingchen; Shi, Haobin; Wu, Huarui; Zhao, Chunjiang; Hwang, Kao-Shing
errShare
errSave
Lateral Transfer Learning for Multiagent Reinforcement Learning
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2023-03-01
err40
PREAI
errShi, Haobin; Li, Jingchen; Mao, Jiahui; Hwang, Kao-Shing
errShare
errSave
High-Reliability Non-Contact Photoplethysmography Imaging for Newborn Care by a Generative Artificial Intelligence
errIEEE ACCESS
IF3.6
err2023-01-01
err5
errOAAI
errChen, Yenming J.; Lin, Lung-Chang; Yang, Shu-Ting; Hwang, Kao-Shing; Liao, Chia-Te; Ho, Wen-Hsien
errShare
errSave
Path Planning of Randomly Scattering Waypoints for Wafer Probing Based on Deep Attention Mechanism
errieee transactions on cybernetics
IF8.7
err2023-01-01
err5
PREAI
errShi, Haobin; Li, Jingchen; Liang, Meng; Hwang, Maxwell; Hwang, Kao-Shing; Hsu, Yun-Yu
errShare
errSave
A Dynamically Adaptive Approach to Reducing Strategic Interference for Multiagent Systems
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2022-12-01
err10
PREAI
errPan, Wei; Wang, Nanding; Xu, Chenxi; Hwang, Kao-Shing
errShare
errSave
Using Fuzzy Logic to Learn Abstract Policies in Large-Scale Multiagent Reinforcement Learning
errIEEE TRANSACTIONS ON FUZZY SYSTEMS
IF11.9
err2022-12-01
err19
PREAI
errLi, Jingchen; Shi, Haobin; Hwang, Kao-Shing
errShare
errSave
A local region proposals approach to instance segmentation for intestinal polyp detection
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2022-11-24
err1
PREAI
errHwang, Maxwell; Qian, Yucheng; Wu, Cai; Jiang, Wei-Cheng; Wang, Da; Wei, Jingsun; Ding, Kefeng; Hwang, Kao-Shing
errShare
errSave
Quickly Convert Photoplethysmography to Electrocardiogram Signals by a Banded Kernel Ensemble Learning Method for Heart Diseases Detection
errIEEE ACCESS
IF3.6
err2022-01-01
err5
errOAAI
errHo, Wen-Hsien; Liao, Chia-Te; Chen, Yenming J.; Hwang, Kao-Shing; Tao, Yanyun
errShare
errSave
Multi-agent reinforcement learning by the actor-critic model with an attention interface
errNEUROCOMPUTING
IF6.5
err2022-01-01
err16
PREAI
errZhang, Lixiang; Li, Jingchen; Zhu, Yi'an; Shi, Haobin; Hwang, Kao-Shing
errShare
errSave
An Efficient Unified Approach Using Demonstrations for Inverse Reinforcement Learning
errIEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS
IF4.9
err2021-09-01
err1
PREAI
errHwang, Maxwell; Jiang, Wei-Cheng; Chen, Yu-Jen; Hwang, Kao-Shing; Tseng, Yi-Chia
errShare
errSave
An explainable ensemble feedforward method with Gaussian convolutional filter
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-08-01
err25
PREAI
errLi, Jingchen; Shi, Haobin; Hwang, Kao-Shing
errShare
errSave
Multi-Agent Reward-Iteration Fuzzy Q-Learning
errINTERNATIONAL JOURNAL OF FUZZY SYSTEMS
IF3.6
err2021-04-13
err4
PREAI
errLeng, Lixiong; Li, Jingchen; Zhu, Jinhui; Hwang, Kao-Shing; Shi, Haobin
errShare
errSave
An Experience Replay Method Based on Tree Structure for Reinforcement Learning
errIEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING
IF5.4
err2021-04-01
err5
PREAI
errJiang, Wei-Cheng; Hwang, Kao-Shing; Lin, Jin-Ling
errShare
errSave
A Fuzzy Curiosity-Driven Mechanism for Multi-Agent Reinforcement Learning
errINTERNATIONAL JOURNAL OF FUZZY SYSTEMS
IF3.6
err2021-02-13
err6
PREAI
errChen, Wenbai; Shi, Haobin; Li, Jingchen; Hwang, Kao-Shing
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Vicki L. Colvin
H-index: 95 · Papers: 258
李剑锋 cover
李剑锋 (Jian‐Feng Li)
H-index: 94 · Papers: 1.0K
D
Daniel M. Mittleman
H-index: 67 · Papers: 615
Y
Yaling Wang
H-index: 63 · Papers: 628
P
Peng Jiang
H-index: 50 · Papers: 188
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