Projecten per jaar
Persoonlijk profiel
Research profile
Hendrik Baier is an Assistant Professor in the Information Systems group at Eindhoven University of Technology (TU/e). He is interested in creating agents that are able to succeed in a wide range of complex decision-making tasks, in order to help human users solve real-world problems. To achieve this, his research focuses on planning, required for acting towards long-term goals; on learning, required for acting in unknown environments; and on the explainability of planning and learning, required for successful human-AI interaction. In collaborative projects with industry, Hendrik transfers fundamental research on planning and learning into practice, in sectors such as logistics and transportation, smart manufacturing, and sustainable energy.
Quote
I'm interested in AIs that think ahead - and can explain how and why.
Academic background
Hendrik Baier received his MSc in Cognitive Science from Osnabrück University, Germany, and his Ph.D. in AI from Maastricht University, Netherlands. His Ph.D. focused on planning and search - the search for an optimal strategy in a given problem, or just for a good next action to take - using board and video games as testbeds. Before he joined TU/e in 2022, Hendrik worked in the Intelligent and Autonomous Systems group at CWI Amsterdam, where he is still an affiliated researcher; as research associate for artificial intelligence and data analytics at Digital Creativity Labs in York, England; and as research fellow in artificial intelligence in the Advanced Concepts Team of the European Space Agency in Noordwijk, Netherlands.
Vingerafdruk
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Projecten
- 1 Actief
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PEER: The hyPEr ExpeRt collaborative AI assistant
Baier, H. (Project Manager), von Meijenfeldt, B. (Projectmedewerker) & Hu, C. (Projectmedewerker)
1/10/23 → 30/09/27
Project: Third tier
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Combining LLMs with Logic-Based Framework to Explain MCTS (Extended Abstract)
An, Z., Wang, X., Baier, H., Chen, Z., Dubey, A., Johnson, T. T., Sprinkle, J., Mukhopadhyay, A. & Ma, M., 5 jun. 2025, AAMAS '25: Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. Association for Computing Machinery, Inc., 3 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open Access -
Explainable AI for Sequential Decision Making: Report from Dagstuhl Seminar 24372
Baier, H., Keane, M. T., Sreedharan, S., Tulli, S., Verma, A. & Vasileiou, S. L., 4 apr. 2025, In: Dagstuhl Reports. 14, 9, blz. 67-103 37 blz., 9.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic
Open AccessBestand26 Downloads (Pure) -
InnateCoder: Learning Programmatic Options with Foundation Models
Moraes, R. O., Sadmine, Q. A., Baier, H. & Lelis, L., 2025, (Geaccepteerd/In druk) Proc. of 34th International Joint Conference on Artificial Intelligence (IJCAI 2025).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand -
Decision Making in Non-Stationary Environments with Policy-Augmented Search
Pettet, A., Zhang, Y., Luo, B., Wray, K., Baier, H., Laszka, A., Dubey, A. & Mukhopadhyay, A., 6 mei 2024, AAMAS '24: Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems. International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), blz. 2417-2419 3 blz.Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand1 Citaat (Scopus)31 Downloads (Pure) -
Deep Reinforcement Learning for Two-Sided Online Bipartite Matching in Collaborative Order Picking
Begnardi, L., Baier, H., van Jaarsveld, W. L. & Zhang, Y., 2024, Proceedings of the 15th Asian Conference on Machine Learning, ACML2023. Yanıkoğlu, B. & Buntine, W. (uitgave). PMLR, blz. 121-136 16 blz. (Proceedings of Machine Learning Research (PMLR); vol. 222).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand283 Downloads (Pure)
Prijzen
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Token of appreciation
Bliek, L. (Ontvanger), Baier, H. (Ontvanger) & Kant, G. (Ontvanger), 2023
Prijs: Anders › Werk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.) › Wetenschappelijk
Activiteiten
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Workshop on Trustworthy Sequential Decision-making and Optimization (ECAI2024)
Baier, H. (Organisator), Bliek, L. (Organisator), Bukhsh, Z. (Organisator), Grau Garcia, I. (Organisator), Wu, Y. (Organisator) & Zhang, Y. (Organisator)
19 okt. 2024 → 20 okt. 2024Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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Dagstuhl seminar on Explainable AI for Sequential Decision-making
Baier, H. (Organisator)
9 sep. 2024 → 11 sep. 2024Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
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33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 (Evenement)
Baier, H. (Peer reviewer)
4 aug. 2024Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk
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33rd International Joint Conference on Artificial Intelligence, IJCAI 2024 (Evenement)
Baier, H. (Peer reviewer)
3 aug. 2024 → 9 aug. 2024Activiteit: Types publicaties van collegiale toetsing en redactioneel werk › Publicatie peer-review › Wetenschappelijk
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German Academic Exchange Service (DAAD) (Externe organisatie)
Baier, H. (Recensent)
3 jun. 2024Activiteit: Types lidmaatschap › Lidmaatschap van commissie › Wetenschappelijk