Livrables Documents, reports (13) Machine Learning report D3.1 will document the development and tuning of the component SL and RL models, their integration into a hybrid ML system, the synthetic traffic generator capability, HITL runs, and analysis of both ML system performance and participant subjective data. Analysis & report, Sim 1 A full report on the setup and results of Sim 1 Concept report The D2.2 report will present the MAHALO ATM concept of operations, including anticipated human roles and information requirements, and candidate test protocols. Final Project Results Report In addition to documenting project activities developments results and conclusions this final report will also provide a framework of specific guidelines for designing future automation and a set of recommendations for followup dissemination and exploitation especially with respect to relevant other domains E-UI validation report This report will document the low fidelity validation of the E-UI. Machine Learning demonstrator A related but standalone deliverable D32 which presents the software realization of the hybrid ML modelSince this will be intended for demonstration purposes only it is anticipated that this will be a playback only noninteractive presentation Integrated State-of-the-Art Review This deliverable will present an integrated report on the output of the human performance- and ML reviews, highlighting the latest theoretical and empirical work into each. T1.1 and T1.2 effort will also feed directly into the production of D2.2 1st Workshop report Reports will be issued within one month of completion of each of the two workshops Contents would cover at a minimum agenda participants links to any public access documents or materials discussed Minutes of the workshop and a summary of action items 2nd Workshop report Reports will be issued within one month of completion of each of the two workshops Contents would cover at a minimum agenda participants links to any public access documents or materials discussed Minutes of the workshop and a summary of action items Field simulation report A full report on the setup and results of Sims 2A and 2B Experimental design document Documenting the experimental design variables test procedures methods materials and analysis routines for the closed loop simulation 2A Notice that amendments might have to be made to simulation 2B design based on the outcome of simulation 2A E-UI design document and demonstrator This report will document design choices, implementation details, and also include a non-interactive video playback of the E-UI, for demonstration purposes. Analysis & report, integration Documenting the integration activities of WP5 Websites, patent fillings, videos etc. (1) Project website A project website will be established within one month of the kickoff meeting, and will contain at a minimum links to news items of relevance, project results, project calendar, related project links, and demonstration media (images and or video links). Publications Conference proceedings (6) Human-interpretable input for Machine Learning in Tactical Air Traffic Control Auteurs: Tiago Miguel Monteiro Nunes, Clark Borst, Erik-Jan van Kampen, Brian Hillburn, Carl Westin Publié dans: 2021 Éditeur: 11th SESAR Innovation Days Conference DOI: 10.5281/zenodo.7304699 Building Transparent and Personalized AI Support in Air Traffic Control Auteurs: Calr Westin, Brian Hilburn, Clark Borst, Erik-Jan van Kampen, Magnus Bang Publié dans: 2020 Éditeur: 39th Digital Avionics Conference Machine Learning for Air Traffic Management: guidelines for future AIsystems Auteurs: Cocchioni Matteo, Bonelli Stefano, Westin Carl, Borst Clark, Bang Magnus, Hilburn Brian Publié dans: 2022 Éditeur: EASN Conference, Barcelona, 2022 Balancing transparency and conformance of an AI conflict detection and resolution support system Auteurs: Carl Westin, Tiago Monteiro Nunes, Clark Borst, Stefano Bonelli Publié dans: 2020 Éditeur: 10th SESAR Innovation Days Personalized and transparent AI support for ATC conflict detection and resolution: an empirical study Auteurs: Westin Carl, Borst Clark, van Kampen Erik-Jan, Nunes Tiago, Boonsong Supathida, Hilburn Brian, Cocchioni Matteo, Bonelli Stefano Publié dans: 2022 Éditeur: SESAR Innovation Days, Budapest, 2022 Transparent and Personalised AI Support in Air Traffic Control: First Empirical Results Auteurs: Bonelli Stefano, Borst Clark, Brambati Francois, Cocchioni Matteo, Hilburn Brian, Monteiro-Nunes Tiago Publié dans: 2022 Éditeur: ICCAS Conference 2022 DOI: 10.5281/zenodo.7304747 Other (1) AI in ATM: transparency, explainability, conformance, situation awareness and trust Auteurs: Representatives of the following SESAR 3 JU Projects: AISA ARTIMATION MAHALO SAFEOPS TAPAS Publié dans: 2022 Éditeur: Self Published Recherche de données OpenAIRE... Une erreur s’est produite lors de la recherche de données OpenAIRE Aucun résultat disponible
