代表论文 [1] Dongshu Wang, Qi Liu, Xulin Gao, Lei Liu. A behavioural decision-making model of learning and memory for mobile robot triggered by curiosity. IEEE Transactions on Cognitive and Developmental Systems, DOI 10.1109/TCDS.2024.3454779 (Early Access) [2] Dongshu Wang, Qi Liu, Yihai Duan. Behavioral decision-making of mobile robots simulating the functions of cerebellum, basal ganglia and hippocampus. IEEE Transaction on Artificial Intelligence. DOI: 10.1109/TAI.2025.3534150 (Early Access) [3] 朱觐镳, 吴一帆, 王东署*. 智能体记忆引导的学习与决策: 海马体记忆回放的视角.控制理论与应用, 2024, 41 (10): 1753-1764. [4] Jinbiao Zhu, Dongshu Wang*, Jikai Si. Flexible behavioral decision-making of mobile robot in dynamic environment. IEEE Transactions on Cognitive and Developmental Systems, 2023, 15（1）：134-149. [5] 王东署，高旭霖。未知环境中移动机器人柔性行为决策的调节发育学习。控制理论与应用, 2023, 40 (4): 641-652. [6] 王东署，赵红燕。移动机器人动态避障的调节发育学习。控制与决策,2023, 38 (11): 3112-3120. [7] Dongshu Wang, Kai Yang, Lei Liu, Heshan Wang*. An incremental learning model for mobile robot: From short-term memory to long-term memory. IEEE Transactions on Artificial Intelligence, 2022, 3(5): 798-808. [8] Dongshu Wang, Shuli Chen, Yuhang Hu, Lei Liu, Heshan Wang*. Behavior decision of mobile robot with a neurophysiologically motivated reinforcement learning model, IEEE Transactions on Cognitive and Developmental Systems, 2022, 14(1): 219-233. [9] Dongshu Wang, Kai Yang, Jianbin Xin*, A computational developmental model of perceptual learning for mobile robot. IEEE Transactions on Cognitive and Developmental Systems, 2022, 14（4）：1615-1629. [10] Jianbin Xin，Chuang Meng, Andrea D’Ariano, Dongshu Wang*, Rudy R. Negenborn. Mixed-integer nonlinear programming for energy-efficient container handling: Formulation and customized genetic algorithm. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(8): 10542-10555. [11] Heshan Wang, Yuxi Liu, Dongshu Wang*, Yong Luo, Chudong Tong , Zhaomin Lv，Discriminative and regularized echo state network for time series classification. Pattern Recognition，2022，130：108811. [12] Heshan Wang, Q. M. Jonathan Wu, DongshuWang*, JianbinXin, YiminYang, KunjieYu. Echo state network with a global reversible autoencoder for time series classification. Information Sciences, 2021, 570: 744-768. [13] Dongshu Wang, Wenjie Si*, Ying Luo. A biologically inspired behavior control for the unexpected uncertainty with motivated developmental network. IEEE Transactions on Cognitive and Developmental Systems, 2020, 12(4): 774-786. [14] 司文杰，王东署*. 具有输入和输出约束的高阶随机系统神经网络控制. 控制理论与应用，2019，36（8）：1250-1258. [15] Dongshu Wang, Yihai Duan, Juyang Weng. Motivated optimal developmental learning for sequential tasks without using rigid time-discounts. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29 (10): 4917-4931. [16] Wenjie Si, Dongshu Wang*. Finite-time decentralized adaptive neural constrained control for interconnected nonlinear time-delay systems with dynamics couplings among subsystems. ISA Transactions, 2018, 80: 54-64. [17] Dongshu Wang, Haitao Wang, Lei Liu. Unknown environment exploration of multi-robot system with the FORDPSO. Swarm and Evolutionary Computation, 2016, 26: 157-174. |
