The hyPEr ExpeRt collaborative AI assistant

Información del proyecto

PEER

Identificador del acuerdo de subvención: 101120406

DOI

10.3030/101120406

Fecha de la firma de la CE 26 Junio 2023

Fecha de inicio 1 Octubre 2023

Fecha de finalización 30 Septiembre 2027

Financiado con arreglo a

• Digital, Industry and Space

Coste total

€ 7 737 900,00

Aportación de la UE

€ 7 737 900,00

Coordinado por

VRIJE UNIVERSITEIT BRUSSEL
Belgium

CORDIS proporciona enlaces a los documentos públicos y las publicaciones de los proyectos de los programas marco HORIZONTE.

Los enlaces a los documentos y las publicaciones de los proyectos del Séptimo Programa Marco, así como los enlaces a algunos tipos de resultados específicos, como conjuntos de datos y «software», se obtienen dinámicamente de OpenAIRE .

Resultado final

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.

Publicaciones

Conference proceedings (20)

Explanations for Sequential Decision-Making - An Overview

Autores: H. Baier, M. T. Keane, S. Sreedharan, S. Tulli, A. Verma
Publicado en: 2026
Editor: AAAI

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

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

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

Autores: Natalia Wojak-Strzelecka, Szymon Bobek, Mehrdad Asadi, Ann Nowe, Krzysztof Kutt, José García, Grzegorz J Nalepa
Publicado en: Interactive eXplainable AI, Theory and Practice, 2025
Editor: ECML'25

Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic

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

Counterfactual User Guidance for Improving Transparent Hyperparameter Tuning

Autores: Sabri Manai, Szymon Bobek, Mehrdad Asadi, Ann Nowe, Grzegorz J. Nalepa
Publicado en: 26th International Conference on Computational Science, 2026
Editor: SmartSys

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

Autores: Asadi, Mehrdad; Nowe, Ann; Ghofrani, Javad
Publicado en: Publication GECCO 2025, 2025
Editor: GECCO 2025

InnateCoder: Learning Programmatic Options with Foundation Models

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

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

Autores: Karol Dobiczek, Maciej Mozolewski, Szymon Bobek, Michał Szafarczyk, Peter van Dam, Grzegorz J. Nalepa
Publicado en: 26th International Conference on Computational Science
Editor: SmartSys

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

Autores: Miguel Lunet, Daniela Fernandes, Fábio Neves-Moreira, Pedro Amorim
Publicado en: Proceedings of the Genetic and Evolutionary Computation Conference, 2025
Editor: ACM
DOI: 10.1145/3712256.3726361

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

Autores: Silvia Izquierdo-Badiola, Gerard Canal, Guillem Alenyà, Carlos Rizzo, Andrew Coles
Publicado en: Frontiers in Artificial Intelligence and Applications, ECAI 2024, 2024
Editor: IOS Press
DOI: 10.3233/FAIA241019

Where (not) to Cross the Street

Autores: Leah van Oorschot, Dimitris Michailidis, Niek IJzerman, Shayla Jansen, Diederik Roijers
Publicado en: BNAIC/BeNeLearn 2024 (Conference)
Editor: BNAIC/BeNeLearn 2024

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

Autores: G. Peng, E. Pauwels, H. Baier
Editor: EWRL

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

Autores: Fatemeh Fazaeefar, Paolo Speziali, Szymon Bobek, Grzegorz J Nalepa, Diederik M Roijers, Ann Nowe, Mehrdad Asadi
Publicado en: SmartSys, 26th International Conference on Computational Science
Editor: SmartSys

Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams

Autores: Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz Nalepa, Jerzy Stefanowski
Publicado en: Embracing Human-Aware AI in Industry 2024 at ECAI 2024
Editor: Proceedings in ECAI 2024

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

Autores: Fábio Neves-Moreira, Daniela Fernandes, Miguel Lunet, Pedro Amorim
Publicado en: XAI Workshop at IJCAI 2024
Editor: XAI Workshop at IJCAI 2024

Algorithm Configuration in Sequential Decision-Making

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

MOMAland: Benchmarking Multi-Objective Multi-Agent Reinforcement Learning

Autores: 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
Publicado en: Multi-Objective Decision Making Workshop at ECAI 2024
Editor: 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

Autores: Paolo Speziali, Arno De Greef, Mehrdad Asadi, Willem Röpke, Ann Nowé, Diederik M. Roijers
Publicado en: Adaptive and Learning Agents (ALA), 2025
Editor: AAMAS

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

Autores: Willem Röpke, Diederik M Roijers, Ann Nowé, Roxana Radulescu, Hendrik Baier
Publicado en: Multi-Objective Decision Making Workshop at ECAI 2024
Editor: Proceedings in Multi-Objective Decision Making Workshop at ECAI 2024

Why and how to evaluate trustworthiness in AI?

Autores: Elise Durnerin, Joseph Gardette, Enola Constanceau, Aline Roc, Charles Fage
Publicado en: 3rd European Symposium on Artificial Intelligence in Manufacturing, 2025
Editor: ESAIM 2025

Peer reviewed articles (7)

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

Autores: Fábio Neves-Moreira, Pedro Amorim
Publicado en: International Journal of Production Economics, Edición 267, 2023, ISSN 0925-5273
Editor: 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

Autores: Miguel Lunet, Marjolein Buisman, Fábio Neves-Moreira, Pedro Amorim
Publicado en: International Journal of Production Economics, Edición 297, 2026, ISSN 0925-5273
Editor: Elsevier BV
DOI: 10.1016/J.IJPE.2026.110007

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

Autores: Sérgio Teixeira, Rafael Arrais
Publicado en: Discover Artificial Intelligence, 2026, ISSN 2731-0809
Editor: Springer Science and Business Media LLC
DOI: 10.1007/S44163-026-01221-3

Derivation-Based Calibration of IMUs Using Savitzky–Golay Filters

Autores: Diogo Vieira, Miguel Oliveira, Rafael Arrais
Publicado en: Sensors, Edición 26, 2026, ISSN 1424-8220
Editor: MDPI AG
DOI: 10.3390/S26061788

Stochastic dynamic inventory-routing: A comprehensive review

Autores: Francisco Maia, Gonçalo Figueira, Fábio Neves-Moreira
Publicado en: Computers & Operations Research, Edición 189, 2026, ISSN 0305-0548
Editor: Elsevier BV
DOI: 10.1016/J.COR.2026.107383

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

Autores: Maciej Mozolewski, Grzegorz J. Nalepa
Publicado en: Frontiers in Artificial Intelligence Sec. Machine Learning and Artificial Intelligence, 2026, ISSN 2994-7197
Editor: Frontiers
DOI: 10.3389/FRAI.2026.1759110

Optimizing online grocery service: From customer understanding to multichannel profitability

Autores: Daniela Fernandes, Fábio Neves-Moreira, Pedro Amorim, Jan C. Fransoo
Publicado en: European Journal of Operational Research, 2026, ISSN 0377-2217
Editor: Elsevier BV
DOI: 10.1016/J.EJOR.2026.01.051

Thesis and dissertations (1)

Tackling In-Store Picking Operations by leveraging Proximal Policy Optimization

Autores: Miguel Cardoso Moreira, Tiago; Claro, João; Neves-Moreira, Fábio
Editor: 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

Autores: Sérgio Teixeira, Rafael Arrais
Editor: EU patent application office

Collaborating with AI users in early stages of AI development

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