IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 3, June 2025

1) Enhancing Dimensional Image Emotion Detection With a Low-Resource Dataset via Two-Stage TrainingAuthor(s): SangEun Lee, Seoyun Kim, Yubeen Lee, Jufeng Yang, Eunil ParkPages: 455 - 4642) HDMTK: Full Integration of Hierarchical Decision-Making and Tactical Knowledge in Multiagent Adversarial GamesAuthor(s): Wei Li, Boling Hu, Aiguo Song, Kaizhu HuangPages: 465 - 4793) Functional Connectivity Patterns Learning for EEG-Based Emotion RecognitionAuthor(s): Chongxing Shi, C. L. Philip Chen, Shuzhen Li, Tong ZhangPages: 480 - 4944) PDRL: Towards Deeper States and Further Behaviors in Unsupervised Skill Discovery by Progressive DiversityAuthor(s): Ziming He, Chao Song, Jingchen Li, Haobin ShiPages: 495 - 5095) Simultaneous Estimation of Human Motion Intention and Time-Varying Arm Stiffness for Enhanced Human–Robot InteractionAuthor(s): Huayang Wu, Chengzhi Zhu, Long Cheng, Chenguang Yang, Yanan LiPages: 510 - 5246) A Task-Oriented Deep Learning Approach for Human LocalizationAuthor(s): Yu-Jia Chen, Wei Chen, Sai Qian Zhang, Hai-Yan Huang, H.T. KungPages: 525 - 5397) Adaptive Environment Generation for Continual Learning: Integrating Constraint Logic Programming With Deep Reinforcement LearningAuthor(s): Youness Boutyour, Abdellah IdrissiPages: 540 - 5538) Kernel-Based Actor–Critic Learning Framework for Autonomous Brain Control on TrajectoryAuthor(s): Zhiwei Song, Xiang Zhang, Shuhang Chen, Jieyuan Tan, Yiwen WangPages: 554 - 5639) Task and Motion Planning of Service Robot Arm in Unknown Environment Based on Virtual Voxel-Semantic SpaceAuthor(s): Lipeng Wang, Xiaochen Wang, Junjun Huang, Mengjie LiuPages: 564 - 57610) Data Augmentation for Seizure Prediction With Generative Diffusion ModelAuthor(s): Kai Shu, Le Wu, Yuchang Zhao, Aiping Liu, Ruobing Qian, Xun ChenPages: 577 - 59111) Developmental Networks With FoveationAuthor(s): Xiang Wu, Juyang WengPages: 592 - 60512) Modeling Task Engagement to Regulate Reinforcement Learning-Based Decoding for Online Brain ControlAuthor(s): Xiang Zhang, Xiang Shen, Yiwen WangPages: 606 - 61413) SMART: Sequential Multiagent Reinforcement Learning With Role Assignment Using TransformerAuthor(s): Yixing Lan, Hao Gao, Xin Xu, Qiang Fang, Yujun ZengPages: 615 - 63014) Interaction Is Worth More Explanations: Improving Human–Object Interaction Representation With Propositional KnowledgeAuthor(s): Feng Yang, Yichao Cao, Xuanpeng Li, Weigong ZhangPages: 631 - 64315) Spatial–Temporal Spiking Feature Pruning in Spiking TransformerAuthor(s): Zhaokun Zhou, Kaiwei Che, Jun Niu, Man Yao, Guoqi Li, Li Yuan, Guibo Luo, Yuesheng ZhuPages: 644 - 65816) A Biomathematical Model for Classifying Sleep Stages Using Deep Learning TechniquesAuthor(s): Ruijie He, Wei Tong, Miaomiao Zhang, Guangyu Zhu, Edmond Q. WuPages: 659 - 67117) The Effect of Audio Trigger’s Frequency on Autonomous Sensory Meridian ResponseAuthor(s): Lili Li, Zhiqing Wu, Zhongliang Yu, Zhibin He, Zhizhong Wang, Liyu Lin, Shaolong KuangPages: 672 - 68118) Location-Guided Head Pose Estimation for Fisheye ImageAuthor(s): Bing Li, Dong Zhang, Cheng Huang, Yun Xian, Ming Li, Dah-Jye LeePages: 682 - 69719) Brain Network Reorganization in Response to Multilevel Mental Workload in Simulated Flight TasksAuthor(s): Kuijun Wu, Jingjia Yuan, Xianliang Ge, Ioannis Kakkos, Linze Qian, Sujie Wang, Yamei Yu, Chuantao Li, Yu SunPages: 698 - 709

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