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Zhi Wang
Zhi Wang
Associate Professor, Nanjing University
Dirección de correo verificada de nju.edu.cn - Página principal
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Año
Incremental reinforcement learning with prioritized sweeping for dynamic environments
Z Wang, C Chen, HX Li, D Dong, TJ Tarn
IEEE-ASME Transactions on Mechatronics 24 (2), 621-632, 2019
582019
Reinforcement learning based optimal sensor placement for spatiotemporal modeling
Z Wang, HX Li, C Chen
IEEE Transactions on Cybernetics 50 (6), 2861-2871, 2020
462020
Lifelong Incremental Reinforcement Learning with Online Bayesian Inference
Z Wang, C Chen, D Dong
IEEE Transactions on Neural Networks and Learning Systems, 2022
412022
Incremental spatiotemporal learning for online modeling of distributed parameter systems
Z Wang, HX Li
IEEE Transactions on Systems, Man, and Cybernetics: Systems 49 (12), 2612-2622, 2019
392019
Incremental reinforcement learning in continuous spaces via policy relaxation and importance weighting
Z Wang, HX Li, C Chen
IEEE Transactions on Neural Networks and Learning Systems 31 (6), 1870-1883, 2020
342020
Rule-based reinforcement learning for efficient robot navigation with space reduction
Y Zhu, Z Wang, C Chen, D Dong
IEEE-ASME Transactions on Mechatronics 27 (2), 846-857, 2022
262022
A novel incremental learning scheme for reinforcement learning in dynamic environments
Z Wang, C Chen, HX Li, D Dong, TJ Tarn
2016 12th World Congress on Intelligent Control and Automation (WCICA), 2426 …, 2016
202016
IEDQN: Information exchange DQN with a centralized coordinator for traffic signal control
D Xie, Z Wang, C Chen, D Dong
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
182020
Better fine-tuning via instance weighting for text classification
Z Wang, W Bi, Y Wang, X Liu
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7241 …, 2019
142019
Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments
Z Wang, C Chen, D Dong
IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109 …, 2023
132023
Dissimilarity analysis based multimode modeling for complex distributed parameter systems
Z Wang, HX Li
IEEE Transactions on Systems, Man and Cybernetics: Systems 51 (5), 2789-2797, 2021
122021
A Dirichlet process mixture of robust task models for scalable lifelong reinforcement learning
Z Wang, C Chen, D Dong
IEEE Transactions on Cybernetics, 2023
82023
Continual portfolio selection in dynamic environments via incremental reinforcement learning
S Liu, B Wang, H Li, C Chen, Z Wang
International Journal of Machine Learning and Cybernetics 14, 269–279, 2023
42023
Depthwise Convolution for Multi-Agent Communication with Enhanced Mean-Field Approximation
D Xie, Z Wang, C Chen, D Dong
IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109 …, 2022
42022
A Coordinated Multiagent Reinforcement Learning Method Using Chicken Game
Z Wang, Z Wang, C Chen
2020 IEEE International Conference on Networking, Sensing and Control (ICNSC …, 2020
32020
Rolling horizon wind-thermal unit commitment optimization based on deep reinforcement learning
J Shi, B Wang, R Yuan, Z Wang, C Chen, J Watada
Applied Intelligence 53 (16), 19591-19609, 2023
22023
Efficient Bayesian Policy Reuse with a Scalable Observation Model in Deep Reinforcement Learning
J Liu, Z Wang, C Chen, D Dong
IEEE Transactions on Neural Networks and Learning Systems, DOI: 10.1109 …, 2023
22023
Magnetic Field-Based Reward Shaping for Goal-Conditioned Reinforcement Learning
H Ding, Y Tang, Q Wu, B Wang, C Chen, Z Wang
IEEE-CAA Journal of Automatica Sinica, DOI: 10.1109/JAS.2023.123477, 2023
22023
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
Z Liu, Y Zhu, Z Wang, Y Gao, C Chen
arXiv preprint arXiv:2209.07225, 2022
22022
Fast probabilistic policy reuse via reward function fitting
J Liu, Z Wang, C Chen
2022 International Joint Conference on Neural Networks (IJCNN), 1-7, 2022
22022
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Artículos 1–20