The hyPEr ExpeRt collaborative AI assistant

Informations projet

PEER

N° de convention de subvention: 101120406

DOI

10.3030/101120406

Date de signature de la CE 26 Juin 2023

Date de début 1 Octobre 2023

Date de fin 30 Septembre 2027

Financé au titre de

• Digital, Industry and Space

Coût total

€ 7 737 900,00

Contribution de l’UE

€ 7 737 900,00

Coordonné par

VRIJE UNIVERSITEIT BRUSSEL
Belgium

CORDIS fournit des liens vers les livrables publics et les publications des projets HORIZON.

Les liens vers les livrables et les publications des projets du 7e PC, ainsi que les liens vers certains types de résultats spécifiques tels que les jeux de données et les logiciels, sont récupérés dynamiquement sur OpenAIRE .

Livrables

Documents, reports (3)

Dissemination & Communication Plan (1st version)

Detailed exploitation, communication and dissemination plan, to ensure effective exploitation and dissemination of the project results and communication throughout the project geared towards engaging stakeholders and relevant different profiles (targeted audiences). This strategy will address communication objectives and approach, target audience, media channels and tools, messages, activities, materials and KPIs.

AI co-creation representations

Set of developed AI representation through tech cards.

Measurement scales and metrics for trustworthy AI

This deliverable will provide the definition of the different scales and metrics to measure acceptance of AI systems. It will also provide the tools and protocols to measure it.

Publications

Conference proceedings (20)

Explanations for Sequential Decision-Making - An Overview

Auteurs: H. Baier, M. T. Keane, S. Sreedharan, S. Tulli, A. Verma
Publié dans: 2026
Éditeur: AAAI

Decision Making in Non-Stationary Environments with Policy-Augmented Search

Auteurs: Pettet, Ava; Zhang, Yunuo; Baiting, Luo; Wray, Kyle Hollins; Baier, Hendrik; Laszka, Aron; Dubey, Abhishek; Mukhopadhyay, Ayan
Publié dans: 2024
Éditeur: International Conference on Autonomous Agents and Multiagent Systems 2024 (AAMAS 2024)

Explainable Visual Anomaly Detection with Multimodal Models and Metadata-Augmented Prompts

Auteurs: Natalia Wojak-Strzelecka, Szymon Bobek, Mehrdad Asadi, Ann Nowe, Krzysztof Kutt, José García, Grzegorz J Nalepa
Publié dans: Interactive eXplainable AI, Theory and Practice, 2025
Éditeur: ECML'25

Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic

Auteurs: Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma
Publié dans: 27th European Conference on Artificial Intelligence (ECAI 2024), 2024
Éditeur: Proceedings of the 27th European Conference on Artificial Intelligence
DOI: 10.48550/arXiv.2407.10820

Counterfactual User Guidance for Improving Transparent Hyperparameter Tuning

Auteurs: Sabri Manai, Szymon Bobek, Mehrdad Asadi, Ann Nowe, Grzegorz J. Nalepa
Publié dans: 26th International Conference on Computational Science, 2026
Éditeur: SmartSys

Congestion-Aware Multi-Agent Path Planning for Pick-Up and Delivery Tasks

Auteurs: Asadi, Mehrdad; Nowe, Ann; Ghofrani, Javad
Publié dans: Publication GECCO 2025, 2025
Éditeur: GECCO 2025

InnateCoder: Learning Programmatic Options with Foundation Models

Auteurs: Moraes, Rubens O.; Sadmine, Quazi Asif; Baier, Hendrik; Lelis, Levi
Publié dans: Proceedings of the Thirty-ThirdInternational Joint Conference on Artificial Intelligence, 2024
Éditeur: CPAIOR 2025
DOI: 10.24963/IJCAI.2025/851

Validating the Clinical Utility of CineECG 3D Reconstructions through Cross-Modal Feature Attribution

Auteurs: Karol Dobiczek, Maciej Mozolewski, Szymon Bobek, Michał Szafarczyk, Peter van Dam, Grzegorz J. Nalepa
Publié dans: 26th International Conference on Computational Science
Éditeur: SmartSys

Symbolic Pricing Policies for Attended Home Delivery - the Case of an Online Retailer

Auteurs: Miguel Lunet, Daniela Fernandes, Fábio Neves-Moreira, Pedro Amorim
Publié dans: Proceedings of the Genetic and Evolutionary Computation Conference, 2025
Éditeur: ACM
DOI: 10.1145/3712256.3726361

Planning for Human-Robot Collaboration Scenarios with Heterogeneous Costs and Durations

Auteurs: Silvia Izquierdo-Badiola, Gerard Canal, Guillem Alenyà, Carlos Rizzo, Andrew Coles
Publié dans: Frontiers in Artificial Intelligence and Applications, ECAI 2024, 2024
Éditeur: IOS Press
DOI: 10.3233/FAIA241019

Where (not) to Cross the Street

Auteurs: Leah van Oorschot, Dimitris Michailidis, Niek IJzerman, Shayla Jansen, Diederik Roijers
Publié dans: BNAIC/BeNeLearn 2024 (Conference)
Éditeur: BNAIC/BeNeLearn 2024

Multi-Objective Utility Actor Critic with Utility Critic for Nonlinear Utility Function

Auteurs: G. Peng, E. Pauwels, H. Baier
Éditeur: EWRL

Personalized Next-Basket Recommendation with Interpretable Cycle-Aware Purchase Modeling

Auteurs: Fatemeh Fazaeefar, Paolo Speziali, Szymon Bobek, Grzegorz J Nalepa, Diederik M Roijers, Ann Nowe, Mehrdad Asadi
Publié dans: SmartSys, 26th International Conference on Computational Science
Éditeur: SmartSys

Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams

Auteurs: Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz Nalepa, Jerzy Stefanowski
Publié dans: Embracing Human-Aware AI in Industry 2024 at ECAI 2024
Éditeur: Proceedings in ECAI 2024

Learning symbolic expressions to solve multi-period time slot pricing vehicle routing problems

Auteurs: Fábio Neves-Moreira, Daniela Fernandes, Miguel Lunet, Pedro Amorim
Publié dans: XAI Workshop at IJCAI 2024
Éditeur: XAI Workshop at IJCAI 2024

Algorithm Configuration in Sequential Decision-Making

Auteurs: Begnardi, Luca; von Meijenfeldt, Bart; Baier, Hendrik; van Jaarsveld, Willem; Zhang, Yingqian
Publié dans: The 22nd International Conference on the Integration of Constraint Programming, Artificial Intelligence, and Operations Research
Éditeur: CPAIOR 2025

MOMAland: Benchmarking Multi-Objective Multi-Agent Reinforcement Learning

Auteurs: Florian Felten, Umut Ucak, Hicham Azmani, Gao Peng, Willem Röpke, Hendrik Baier, Patrick Mannion, Diederik M Roijers, Jordan K. Terry, El-Ghazali Talbi, Gregoire Danoy, Ann Nowé, Roxana Radulescu
Publié dans: Multi-Objective Decision Making Workshop at ECAI 2024
Éditeur: Proceedings in Multi-Objective Decision Making Workshop at ECAI 2024
DOI: 10.48550/ARXIV.2407.16312

Preference Guided Iterated Pareto Referent Optimisation for Accessible Route Planning

Auteurs: Paolo Speziali, Arno De Greef, Mehrdad Asadi, Willem Röpke, Ann Nowé, Diederik M. Roijers
Publié dans: Adaptive and Learning Agents (ALA), 2025
Éditeur: AAMAS

Model-Based Reinforcement Learning in Multi-Objective Environments with a Distributional Critic

Auteurs: Willem Röpke, Diederik M Roijers, Ann Nowé, Roxana Radulescu, Hendrik Baier
Publié dans: Multi-Objective Decision Making Workshop at ECAI 2024
Éditeur: Proceedings in Multi-Objective Decision Making Workshop at ECAI 2024

Why and how to evaluate trustworthiness in AI?

Auteurs: Elise Durnerin, Joseph Gardette, Enola Constanceau, Aline Roc, Charles Fage
Publié dans: 3rd European Symposium on Artificial Intelligence in Manufacturing, 2025
Éditeur: ESAIM 2025

Peer reviewed articles (7)

Learning efficient in-store picking strategies to reduce customer encounters in omnichannel retail

Auteurs: Fábio Neves-Moreira, Pedro Amorim
Publié dans: International Journal of Production Economics, Numéro 267, 2023, ISSN 0925-5273
Éditeur: Elsevier BV
DOI: 10.1016/j.ijpe.2023.109074

Aged products spillover effect and the value of holding inventory under stochastic demand: the case of Port wine

Auteurs: Miguel Lunet, Marjolein Buisman, Fábio Neves-Moreira, Pedro Amorim
Publié dans: International Journal of Production Economics, Numéro 297, 2026, ISSN 0925-5273
Éditeur: Elsevier BV
DOI: 10.1016/J.IJPE.2026.110007

A generative AI framework for digital twin maintenance in dynamic retail environments

Auteurs: Sérgio Teixeira, Rafael Arrais
Publié dans: Discover Artificial Intelligence, 2026, ISSN 2731-0809
Éditeur: Springer Science and Business Media LLC
DOI: 10.1007/S44163-026-01221-3

Derivation-Based Calibration of IMUs Using Savitzky–Golay Filters

Auteurs: Diogo Vieira, Miguel Oliveira, Rafael Arrais
Publié dans: Sensors, Numéro 26, 2026, ISSN 1424-8220
Éditeur: MDPI AG
DOI: 10.3390/S26061788

Stochastic dynamic inventory-routing: A comprehensive review

Auteurs: Francisco Maia, Gonçalo Figueira, Fábio Neves-Moreira
Publié dans: Computers & Operations Research, Numéro 189, 2026, ISSN 0305-0548
Éditeur: Elsevier BV
DOI: 10.1016/J.COR.2026.107383

ExplainTS: a benchmark dataset of pretrained models and post-hoc explanations for time-series classification

Auteurs: Maciej Mozolewski, Grzegorz J. Nalepa
Publié dans: Frontiers in Artificial Intelligence Sec. Machine Learning and Artificial Intelligence, 2026, ISSN 2994-7197
Éditeur: Frontiers
DOI: 10.3389/FRAI.2026.1759110

Optimizing online grocery service: From customer understanding to multichannel profitability

Auteurs: Daniela Fernandes, Fábio Neves-Moreira, Pedro Amorim, Jan C. Fransoo
Publié dans: European Journal of Operational Research, 2026, ISSN 0377-2217
Éditeur: Elsevier BV
DOI: 10.1016/J.EJOR.2026.01.051

Thesis and dissertations (1)

Tackling In-Store Picking Operations by leveraging Proximal Policy Optimization

Auteurs: Miguel Cardoso Moreira, Tiago; Claro, João; Neves-Moreira, Fábio
Éditeur: InescT

Other (2)

A COMPUTER-IMPLEMENTED METHOD FOR RECOGNITION, LOCALIZATION AND VIRTUAL REPRESENTATION OF A PLURALITY OF OBJECTS IN A FACILITY COMPRISING A PLURALITY OF RACKS

Auteurs: Sérgio Teixeira, Rafael Arrais
Éditeur: EU patent application office

Collaborating with AI users in early stages of AI development

Auteurs: Ine van Zeeland, Ana Pop Stefanija, Rob Heyman, Enola Constanceau and Aline Roc
Éditeur: SMIT