Date : 2026-07-06 => 2026-07-09
Lieu : Kuala Lumpur, Malaysia
CALL FOR PAPERS
Autonomous Machine Intelligence – Theory and Applications (AMITA)
Special Session
39th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems
(IEA/AIE 2026)
Kuala Lumpur, Malaysia
July 06 – 09, 2026
https://www.i-somet.org/iea-aie2026/cfp.html#AMITA
Introduction
Autonomous Machine Intelligence represents a fundamental shift in artificial intelligence, moving beyond narrow task-specific systems toward machines capable of understanding, learning, and acting in complex real-world environments with minimal human supervision. This special session focuses on the theoretical foundations and practical applications of autonomous intelligent systems, including world models, self-supervised learning, energy-based models, and joint embedding predictive architectures.
Recent advances in autonomous AI architecture, particularly in perception-planning-action cycles, multimodal learning, and hierarchical predictive models, have opened new possibilities for building systems that can truly understand and interact with the physical world. This special session aims to provide a forum for researchers and practitioners to present and discuss the latest advances in autonomous machine intelligence, covering theoretical foundations, novel architecture, learning paradigms, and real-world applications across various domains including robotics, autonomous vehicles, healthcare, and industrial systems.
Topics
Relevant topics include, but are not limited to, the following:
Self-supervised learning for autonomous systems
Energy-based models and latent variable models
Joint Embedding Predictive Architectures (JEPA)
World models and predictive learning
Perception-planning-action architectures
Hierarchical and multi-scale representations
Multimodal learning and fusion
Intrinsic motivation and cost functions
Model-predictive control for autonomous systems
Video understanding and prediction
Autonomous robotics and embodied AI
Autonomous vehicles and intelligent transportation
Industrial automation and smart manufacturing
Healthcare applications of autonomous AI
Benchmarks and evaluation metrics for autonomous systems
Session Organizers
Prof. Hiep Xuan Huynh, Ph.D. (HDR) , Can Tho University, Vietnam
Prof. Fabrice Guillet, Ph.D. (HDR), Nantes University, France
A/Prof. Anh Hoang Pham, Ph.D. , VNU-HCM University of Technology (HCMUT), Vietnam
A/Prof. Ngan Thi Tran, VNU – International School (VNUIS), Hanoi, Vietnam
Important Dates
Paper Submission: January 15, 2026
Final Notification: March 12, 2026
Camera Ready: April 25, 2026
Paper Submission
The conference proceedings will be published by Springer in the Lecture Notes in Artificial Intelligence (LNCS/LNAI) series. A paper will be accepted either as a long or as a short paper. Long papers will be allocated 12 pages while short papers will be allocated 6 pages in the proceedings. Submissions will go through a double-blind review process by Program Committee members for originality, significance, technical merit, and clarity of presentation.
Papers must be written by using the Springer template (https://www.springer.com/gp/computer- science/lncs). The submissions will go through a double blind review for originality and scientific quality.
• Sign in: https://cmt3.research.microsoft.com/IEAAIE2026
• Select Special Session: Autonomous Machine Intelligence – Theory and Applications (AMITA)
Contact
Prof. Hiep Xuan Huynh, Ph.D. (HDR), Can Tho University, Vietnam hxhiep@ctu.edu.vn
Notre site web : www.madics.fr
Suivez-nous sur Tweeter : @GDR_MADICS
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