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Agent Systems
This lecture overviews Agent Systems that has many applications in multi-party behavior modeling.



Robot and Drone Swarms
This lecture overviews Robot and Drone Swarms that has many applications in autonomous systems: cars/drones.



Self-Awareness in Autonomous Systems
This lecture overviews Self-Awareness that has many applications in in Autonomous Systems and robotics. It covers the following topics in detail: Self-awareness definition, Self-aware systems, Cognitive architecture.

Position paper on AI for the operation of critical energy and mobility network infrastructures
This position paper outlines AI4REALNET’s approach to applying AI in network infrastructure operations, translating application needs into algorithmic proposals for effective human-AI collaboration in decision-making processes.

Artificial Intelligence Index Report 2023
Welcome to the sixth edition of the AI Index Report!

Statistical Methods for Machine Learning
Syllabus
- Introduction
- The Nearest Neighbour algorithm
- Tree predictors
- Statistical learning
- Risk analysis for tree predictors
- Hyperparameter tuning and risk estimates
- Consistency a