h1

h2

h3

h4

h5
h6

TAILOR

Foundations of Trustworthy AI - Integrating Reasoning, Learning and Optimization

Grant period2020-09-01 - 2024-08-31
Funding bodyEuropean Union
Call numberH2020-ICT-2019-3
Grant number952215
IdentifierG:(EU-Grant)952215

Note: Artificial Intelligence (AI) and all the key digital technologies that are subsumed by the term AI today are an essential part of the answers to many of the daunting challenges that we are facing. AI will impact the everyday lives of citizens as well as all business sectors. To maximize the opportunities and minimize the risks, Europe focuses on human-centered Trustworthy AI, and is taking important steps towards becoming the worldwide centre for Trustworthy AI. Trustworthiness however still requires significant basic research, and it is clear that the only way to achieve this is through the integration of learning, optimisation and reasoning, as neither approach will be sufficient on its own. The purpose of TAILOR is to build a strong academic-public-industrial research network with the capacity of providing the scientific basis for Trustworthy AI leveraging and combining learning, optimization and reasoning for realizing AI systems that incorporate the safeguards that make them in the reliable, safe, transparent and respectful of human agency and expectations. Not only the mechanisms to maximize benefits, but also those for minimizing harm. The network will be based on a number of innovative state-of-the-art mechanisms. A multi-stakeholder strategic research and innovation research roadmap coordinates and guides the research in the five basic research programs. Each program forming virtual research environments with many of the best AI researchers in Europe addressing the major scientific challenges identified in the roadmap. A collection of mechanisms supporting innovation, commercialization and knowledge transfer to industry. To support network collaboration TAILOR provides mechanisms such as AI-Powered Collaboration Tools, a PhD program, and training programs. A connectivity fund to support active dissemination across Europe through for example allowing the network to grow and to support the scientific stepping up of more research groups.
   

Recent Publications

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;
Probabilistic Multi-agent Only-Believing
Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems
23. International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2024, AucklandAuckland, New Zealand, 6 May 2024 - 10 May 20242024-05-062024-05-10 [Erscheinungsort nicht ermittelbar] : International Foundation for Autonomous Agents and Multiagent Systems, ACM Conferences 571-579 () [10.5555/3635637.3662908]  GO   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
Combined Task and Motion Planning via Sketch Decompositions
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling ICAPS-24 : June 1–6, 2024, Alberta, Canada / Edited by Sara Bernardini, Christian Muise
34. International Conference on Automated Planning and Scheduling, ICAPS 2024, AlbertaAlberta, Canada, 1 Jun 2024 - 6 Jun 20242024-06-012024-06-06 Washington, DC : Association for the Advancement of Artificial Intelligence, Proceedings of the International Conference on Automated Planning and Scheduling 34, 123-132 () [10.1609/icaps.v34i1.31468]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
On Policy Reuse: An Expressive Language for Representing and Executing General Policies that Call Other Policies
Proceedings of the Thirty-Fourth International Conference on Automated Planning and Scheduling ICAPS-24 : June 1–6, 2024, Alberta, Canada / Edited by Sara Bernardini, Christian Muise
34. International Conference on Automated Planning and Scheduling, ICAPS 2024, AlbertaAlberta, Canada, 1 Jun 2024 - 6 Jun 20242024-06-012024-06-06 Washington, DC : Association for the Advancement of Artificial Intelligence, Proceedings of the International Conference on Automated Planning and Scheduling 34, 31-39 () [10.1609/icaps.v34i1.31458]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
A Logic of Only-Believing over Arbitrary Probability Distributions
Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems
22. International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, LondonLondon, UK, 29 May 2023 - 2 Jun 20232023-05-292023-06-02 Richland,SC : International Foundation for Autonomous Agents and Multiagent Systems, ACM Conferences 355-363 () [10.5555/3545946.3598658]  GO   Download fulltextFulltext BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;  ;
Concerning Measures in a First-order Logic with Actions and Meta-beliefs
Proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning : Rhodes, Greece. September 2-8, 2023 / Edited by Pierre Marquis, Tran Cao Son, Gabriele Kern-Isberner
20. International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, RhodesRhodes, Greece, 2 Sep 2023 - 8 Sep 20232023-09-022023-09-08 International Joint Conferences on Artificial Intelligence Organization 451-460 () [10.24963/kr.2023/44]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Learning General Policies with Policy Gradient Methods
KR 2023 : proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning : Rhodes, Greece. September 2-8, 2023 / Edited by Pierre Marquis, Tran Cao Son, Gabriele Kern-Isberner
20. International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, RhodesRhodes, Greece, 2 Sep 2023 - 8 Sep 20232023-09-022023-09-08 IJCAI Organization 647-657 () [10.24963/kr.2023/63]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a book/Contribution to a conference proceedings  ;  ;
Learning Hierarchical Policies by Iteratively Reducing the Width of Sketch Rules
KR 2023 : proceedings of the 20th International Conference on Principles of Knowledge Representation and Reasoning : Rhodes, Greece. September 2-8, 2023 / Edited by Pierre Marquis, Tran Cao Son, Gabriele Kern-Isberner
20. International Conference on Principles of Knowledge Representation and Reasoning, KR 2023, RhodesRhodes, Greece, 2 Sep 2023 - 8 Sep 20232023-09-022023-09-08 IJCAI Organization 208-218 () [10.24963/kr.2023/21]  GO BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Dissertation / PhD Thesis  ;  ;
Towards bridging the gap between high-level reasoning and execution on robots
Aachen : RWTH Aachen University 1 Online-Ressource : Illustrationen () [10.18154/RWTH-2023-10508] = Dissertation, RWTH Aachen University, 2023  GO OpenAccess  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Contribution to a conference proceedings  ;
Abstracting Noisy Robot Programs
[Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS]
22. International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2023, LondonLondon, UK, 29 May 2023 - 2 Jun 20232023-05-292023-06-02 International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS) 534-542 ()  GO  Download fulltext Files BibTeX | EndNote: XML, Text | RIS

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png Preprint  ;  ;  ;
Assistive Robot Teleoperation Using Behavior Trees
Variable Autonomy for human-robot Teaming (VAT) workshop @ ACM/IEEE HRI, VAT-HRI, StockholmStockholm, Sweden, 13 Mar 2023 - 13 Mar 20232023-03-132023-03-13 4 Seiten () [10.48550/ARXIV.2303.05177]  GO OpenAccess   Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS

All known publications ...
Download: BibTeX | EndNote XML,  Text | RIS | 

 Record created 2021-10-10, last modified 2023-02-11
Similar records



Rate this document:

Rate this document:
1
2
3
4
5
 
(Not yet reviewed)