Wei-Cheng Jiang

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 27

Top Topics

Autonomous Systems

Reinforcement Learning

Visual Servoing

Top Venues

Int. J. Mach. Learn. Cybern.

IEEE Trans. Cybern.

IEEE Trans. Cogn. Dev. Syst.

Publications

Yen-Jen Chang, Kun-Lin Tsai, Wei-Cheng Jiang, Meng-Kun Liu
Content-aware malicious webpage detection using convolutional neural network. Multim. Tools Appl. 83 (3) (2024)
Maxwell Hwang, Yucheng Qian, Cai Wu, Wei-Cheng Jiang, Da Wang, Jingsun Wei, Kefeng Ding, Kao-Shing Hwang
A local region proposals approach to instance segmentation for intestinal polyp detection. Int. J. Mach. Learn. Cybern. 14 (5) (2023)
Maxwell Hwang, Cai Wu, Wei-Cheng Jiang, Wei-Chen Hung
A sequential attention interface with a dense reward function for mitosis detection. Int. J. Mach. Learn. Cybern. 13 (9) (2022)
Maxwell Hwang, Wei-Cheng Jiang, Yu-Jen Chen
A critical state identification approach to inverse reinforcement learning for autonomous systems. Int. J. Mach. Learn. Cybern. 13 (5) (2022)
Maxwell Hwang, Wei-Cheng Jiang, Yu-Jen Chen, Kao-Shing Hwang, Yi-Chia Tseng
An Efficient Unified Approach Using Demonstrations for Inverse Reinforcement Learning. IEEE Trans. Cogn. Dev. Syst. 13 (3) (2021)
Maxwell Hwang, Yu-Jen Chen, Ming-Yi Ju, Wei-Cheng Jiang
A fuzzy CMAC learning approach to image based visual servoing system. Inf. Sci. 576 (2021)
Wei-Cheng Jiang, Kao-Shing Hwang, Jin-Ling Lin
An Experience Replay Method Based on Tree Structure for Reinforcement Learning. IEEE Trans. Emerg. Top. Comput. 9 (2) (2021)
Wei-Cheng Jiang, Vignesh Narayanan, Jr-Shin Li
Model Learning and Knowledge Sharing for Cooperative Multiagent Systems in Stochastic Environment. IEEE Trans. Cybern. 51 (12) (2021)
Da Wang, Maxwell Hwang, Wei-Cheng Jiang, Kefeng Ding, Hsiao Chien Chang, Kao-Shing Hwang
A deep learning method for counting white blood cells in bone marrow images. BMC Bioinform. (5) (2021)
Maxwell Hwang, Da Wang, Xiang-Xing Kong, Zhanhuai Wang, Jun Li, Wei-Cheng Jiang, Kao-Shing Hwang, Kefeng Ding
An automated detection system for colonoscopy images using a dual encoder-decoder model. Comput. Medical Imaging Graph. 84 (2020)
Yu-Jen Chen, Wei-Cheng Jiang, Ming-Yi Ju, Kao-Shing Hwang
Policy Sharing Using Aggregation Trees for ${Q}$ -Learning in a Continuous State and Action Spaces. IEEE Trans. Cogn. Dev. Syst. 12 (3) (2020)
Maxwell Hwang, Da Wang, Cai Wu, Wei-Cheng Jiang, Xiang-Xing Kong, Kao-Shing Hwang, Kefeng Ding
A Fuzzy Segmentation Method to Learn Classification of Mitosis. Int. J. Fuzzy Syst. 22 (5) (2020)
Maxwell Hwang, Da Wang, Wei-Cheng Jiang, Xiang Pan, Dongliang Fu, Kao-Shing Hwang, Kefeng Ding
An Adaptive Regularization Approach to Colonoscopic Polyp Detection Using a Cascaded Structure of Encoder-Decoders. Int. J. Fuzzy Syst. 21 (7) (2019)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen, Iris Hwang
Model Learning for Multistep Backward Prediction in Dyna-Q Learning. IEEE Trans. Syst. Man Cybern. Syst. 48 (9) (2018)
Kao-Shing Hwang, Yi-Yun Cho, Wei-Cheng Jiang
A Visual Servoing with Collision Avoidance Mechanism for Redundant Manipulators. SMC (2018)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen
Pheromone-Based Planning Strategies in Dyna-Q Learning. IEEE Trans. Ind. Informatics 13 (2) (2017)
Kao-Shing Hwang, Wei-Cheng Jiang
A shaped-q learning for multi-agents systems. SMC (2017)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen, Haobin Shi
Motion Segmentation and Balancing for a Biped Robot's Imitation Learning. IEEE Trans. Ind. Informatics 13 (3) (2017)
Kao-Shing Hwang, Chi-Wei Hsieh, Wei-Cheng Jiang, Jin-Ling Lin
A Reinforcement Learning Method with Implicit Critics from a Bystander. ISNN (1) (2017)
Kao-Shing Hwang, Yu-Jen Chen, Wei-Cheng Jiang
A Schema-Based DNA Algorithm Applicable on Graphics Processing Units. IEEE Access 4 (2016)
Jin-Ling Lin, Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen
Gait Balance and Acceleration of a Biped Robot Based on Q-Learning. IEEE Access 4 (2016)
Kao-Shing Hwang, Wei-Cheng Jiang, Yi-Chia Tseng
An unified approach to inverse reinforcement learning by oppositive demonstrations. ICIT (2016)
Kao-Shing Hwang, Hsuan-yi Chiang, Wei-Cheng Jiang
Adaboost-like method for inverse reinforcement learning. FUZZ-IEEE (2016)
Yi-Jia Tseng, Kao-Shing Hwang, Wei-Cheng Jiang, Tsung-Chuan Huang, Song-Shyong Chen
An Improved Dyna-Q Algorithm Based in Reverse Model Learning. ICSSE (2015)
Kao-Shing Hwang, Tien-Yu Cheng, Wei-Cheng Jiang
Inverse Reinforcement Learning based on Critical State. IFSA-EUSFLAT (2015)
Kao-Shing Hwang, Ming-Han Chung, Wei-Cheng Jiang
Image Based Visual Servoing Using Proportional Controller with Compensator. SMC (2015)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen
Model Learning and Knowledge Sharing for a Multiagent System With Dyna-Q Learning. IEEE Trans. Cybern. 45 (5) (2015)
Yuan-Pao Hsu, Wei-Cheng Jiang
A Fast Learning Agent Based on the Dyna Architecture. J. Inf. Sci. Eng. 30 (6) (2014)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen
Adaptive Model Learning Based on Dyna-Q Learning. Cybern. Syst. 44 (8) (2013)
Yu-Jen Chen, Kao-Shing Hwang, Wei-Cheng Jiang
Policy sharing between multiple mobile robots using decision trees. Inf. Sci. 234 (2013)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Jen Chen, Wei-Han Wang
Model-Based Indirect Learning Method Based on Dyna-Q Architecture. SMC (2013)
Kao-Shing Hwang, Yu-Jen Chen, Wei-Cheng Jiang
Adaptive state aggregation for reinforcement learning. SMC (2012)
Kao-Shing Hwang, Yu-Jen Chen, Wei-Cheng Jiang, Tsung-Wen Yang
Induced states in a decision tree constructed by Q-learning. Inf. Sci. 213 (2012)
Kao-Shing Hwang, Wei-Cheng Jiang, Yu-Hong Lin, Li-Hsin Lai
Continuous Q-Learning for Multi-Agent Cooperation. Cybern. Syst. 43 (3) (2012)