Displaying 27 resources
Seminar
Tutorial/How To/Guides
White paper
Oratione
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Structured Power Grid Simulation Dataset for Machine Learning: Failure and Survival Events in Grid2Op's L2RPN WCCI 2022 Environment
This dataset was developed for and used in the paper titled "Fault Detection for Agents in Power Grid Topology Optimization: A Comprehensive Analysis" by Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, and Christoph Scholz, presented at
Video/Webinars
Webinar "Industry-driven Use Cases"
AI4REALNET project covers the perspective of AI-based solutions addressing critical systems (electricity, railway, and air traffic control), modelled by networks that can be simulated and traditionally operated by humans and where AI complements and
Video/Webinars
Webinar "Distributed and Hierarchical Reinforcement Learning"
In this webinar, AI4REALNET project provides an overview of two emerging topics in Reinforcement Learning (RL): Distributed RL and Hierarchical RL.
For both DRL and HRL, a general definition of the paradigm is provided, discussing the learning object
Software resources
gnntf: A Flexible Deep Graph Neural Network Framework
This repository provides a framework for easy experimentation with Graph Neural Network (GNN) architectures by separating them from predictive components.
Software resources
Teachable Machine
This web-based tool is an easy way to create machine learning models for your sites, apps with no coding knowledge required.
Professional development resources for teachers/educators
Bee-Bot
Bee-Bot is an exciting robot designed specifically for use by young children. It is a perfect tool for teaching control, directional language and programming, sequencing, estimation, problem-solving, and just having fun!
Software resources
Erase Your Face
In the grand scheme of frustrations related to the pandemic, this one's small: you hold your phone up so Face ID can unlock it. You sit there for a few seconds before realizing, oh right, you’ve got a mask on!
Article/Books/eBooks
Use of artificial intelligence in enterprises
This article presents recent statistical data on the use of artificial intelligence (AI) technologies by EU enterprises.
Tutorial/How To/Guides
Designing a Rights-Based Global Index on Responsible AI
A frameworks have been developed that set out core ethical principles to be upheld as the technology is designed, developed, used, and evaluated.
Video/Webinars
Bringing AI closer to citizens – smart communities
Cities, regions and local administrations increasingly represent testbeds for technological innovation and are adopting AI and digital solutions in an agile, efficient and citizen-centred manner.
Case studies
Office of Government Procurement Robotic Process Automation Framework
Outline the benefits of this partnership approach, providing a number of success stories of PSBs demonstrating intelligent automation projects and the benefits they have delivered for their organisations, employees and citizens.