Computational Intelligence: IEEE Transactions on Cognitive and Developmental Systems, Volume 18, Issue 4, August 2026

1) Hybrid Predictive Network-Based Multiagent Reconnaissance Game With Limited Perception

Author(s): X. Shen, B. Hu, Z. -H. Guan, D. Zhang, T. Li

Pages: 858 - 872

2) Low-Dimensional Matrix Discriminant Analysis of EEG Network Connectivity on Riemannian Manifolds for Emotion Recognition

Author(s): H. Fang, M. Wang, Z. Zhang, Y. Wang, Y. Yang

Pages: 873 - 887

3) Learning Expressive Task Embeddings and Sample-Efficient Exploration for Context Shift Reduction in Offline Meta-Reinforcement Environment

Author(s): H. Wang, X. Tan, T. Yao, Z. Fang, P. Qi, X. Qiu

Pages: 888 - 903

4) Efficient Attention-Based Learning Network for Object-Task Affordance Graph Generation in Robotic Manipulation Cognition

Author(s): Z. Wang, J. Lu, S. Guo

Pages: 904 - 915

5) Exploiting Expertise of Non-Expert and Diverse Agents in Social Bandit Learning: A Free Energy Approach

Author(s): E. Mirzaei, S. P. Shariatpanahi, A. Tavakoli, R. Hosseini, M. N. Ahmadabadi

Pages: 916 - 928

6) Human-Like Robot Impedance Regulation Skill Learning From Human–Human Demonstrations

Author(s): C. Li, X. Wu, Y. Chen, T. Teng, X. Zhang, S. Calinon, D. Caldwell, F. Chen

Pages: 929 - 942

7) Spiking Neural Network Feature Discrimination Boosts Modality Fusion

Author(s): K. M. Oikonomou, I. Kansizoglou, A. Gasteratos

Pages: 943 - 955

8) Visual Reinforcement Learning With Multi-objective Representation Alignment

Author(s): Y. Ma, Y. Cheng, J. Zhang, X. Wang

Pages: 956 - 967

9) Boosting Extrapolation Capabilities in Model-Free Offline Reinforcement Learning

Author(s): Z. Wang, W. Jiang, Z. Liu, X. Lan

Pages: 968 - 982

10) PS-KD: PatchMix Simulation for High-Fidelity Knowledge Distillation

Author(s): J. Xu, C. Wang, S. Lin, Y. Xie, J. Qian, J. Wu, Y. Li

Pages: 983 - 996

11) A Developmentally Staged Transformer Framework for Progressive Cognitive Learning in Language Understanding

Author(s): V. Jothi Prakash, S. Arul Antran Vijay, G. Sundaram, G. Pugalendhi

Pages: 997 - 1012

12) Aligned Pseudo Feature Generation for Zero-Shot Object Detection

Author(s): X. Dai, Z. Li, C. Wang, Y. Lu, Y. Chen, J. Qian, J. Wu

Pages: 1013 - 1027

13) CSPER: Curiosity-Driven Safety-Prioritized Experience Replay for Mapless Navigation Using Deep Reinforcement Learning

Author(s): W. Xiao, L. Yuan, T. Ran, L. He, J. Zhang, J. Cui

Pages: 1028 - 1042

14) FIT: Future-Aware Imitation Transformer for Long-Horizon Robotic Manipulation

Author(s): Y. Salam, Y. Li, R. I. Nessouk, J. Yang

Pages: 1043 - 1056

15) Continuous Symbol Emergence via Decentralized Bayesian Inference With Gaussian Processes

Author(s): Z. You, I. Saito, M. Nagano, T. Nakamura, A. Taniguchi, T. Taniguchi

Pages: 1057 - 1069

16) HeteFedEEG: Prototype-Transfer Heterogeneous Federated Learning for EEG-Based Emotion Recognition

Author(s): H. Liu, Y. Zhang, C. Xie, T. Lou, W. Feng, D. Zhang

Pages: 1070 - 1082

17) Object Detection With Spiking Neural Networks on Event Videos for Driving Scenarios

Author(s): S. Gao, Y. Tao, A. Gruel, S. Saïghi, C. -H. Chang

Pages: 1083 - 1098

18) Personalized Federated EEG Decoding With Structured Graph-Based Guidance

Author(s): W. Hang, J. Li, J. Wang, S. Liang, Q. Wang, B. Lei, G. Li, B. Chen, J. Qin

Pages: 1099 - 1112

19) PlanAgent: A Multimodal Large Language Agent for Closed-Loop Vehicle Motion Planning

Author(s): Y. Zheng, Z. Xing, Q. Zhang, B. Jin, P. Li, Y. Zheng, Z. Xia, Y. Chen, D. Zhao

Pages: 1113 - 1126

Computational Intelligence

Thursday, August 13, 2026

IEEE Transactions on Cognitive and Developmental Systems, Volume 18, Issue 4, August 2026

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