2026 International Conference on Decision, Management, and Learning Systems (DMLS 2026) provides a premier forum for the presentation of new advances and research results in the fields of Decision, Management, and Learning Systems. The conference will bring together leading researchers, social workers and scientists in the domain of interest from around the world.
The topics of interest for submission include, but are not limited to:
Track 1: Intelligent Decision Systems
Automated decision-making models
Optimization-based decision support
Multi-objective optimization
Uncertainty modeling and probabilistic decision analysis
Intelligent agents and decision automation
Track 2: Management Science and Operations
Operations management
Supply chain optimization
Project and risk management
Enterprise systems integration
Knowledge management & organizational learning
Track 3: Machine Learning and Data-Driven Systems
Advanced deep learning architectures
Reinforcement learning and decision optimization
Transfer learning and domain adaptation
Hybrid symbolic–neural AI models
Learning analytics and intelligent adaptive systems
Track 4: Human–Machine Collaboration & Decision Support
Explainable and transparent AI (XAI)
Human–AI teaming in decision-making
Trustworthy, robust, and ethical AI applications
Cognitive modeling, user-centered and human-in-the-loop design
Interaction models for collaborative intelligent systems
Track 5: Learning Systems for Engineering Applications
Learning-based and adaptive control systems
Robotics, autonomous systems, and intelligent navigation
Fault diagnosis, anomaly detection & predictive maintenance
Cyber–physical and embedded intelligent systems
Industrial AI and intelligent manufacturing