| 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 | 70 | 2019 |
| Reinforcement learning based optimal sensor placement for spatiotemporal modeling Z Wang, HX Li, C Chen IEEE Transactions on Cybernetics 50 (6), 2861-2871, 2020 | 65 | 2020 |
| Lifelong Incremental Reinforcement Learning with Online Bayesian Inference Z Wang, C Chen, D Dong IEEE Transactions on Neural Networks and Learning Systems, 2022 | 61 | 2022 |
| 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 | 50 | 2022 |
| 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 | 46 | 2019 |
| 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 | 41 | 2020 |
| 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 | 21 | 2016 |
| 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 | 20 | 2020 |
| 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 | 15 | 2023 |
| 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 | 15 | 2019 |
| A Dirichlet process mixture of robust task models for scalable lifelong reinforcement learning Z Wang, C Chen, D Dong IEEE Transactions on Cybernetics, 2023 | 14 | 2023 |
| 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 | 13 | 2021 |
| Attention-Guided Contrastive Role Representations for Multi-Agent Reinforcement Learning Z Hu, Z Zhang, H Li, C Chen, H Ding, Z Wang International Conference on Learning Representations (ICLR), 2024 | 10 | 2024 |
| 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 | 10 | 2023 |
| 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 35 (6), 8557 - 8569, 2024 | 9 | 2024 |
| MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees Z Liu, Y Zhu, Z Wang, Y Gao, C Chen IEEE Transactions on Pattern Analysis and Machine Intelligence, DOI: 10.1109 …, 2024 | 7 | 2024 |
| 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 | 5 | 2023 |
| 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 | 4 | 2023 |
| 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 | 3 | 2023 |
| 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 | 3 | 2022 |
Chunlin ChenNanjing UniversityAdresă de e-mail confirmată pe nju.edu.cn
