5 citations · 7 across the 4 of their papers we have counts for
4 papers
AI Alignment through Reinforcement Learning from Human Feedback? Contradictions and Limitations
Adam Dahlgren Lindström, Leila Methnani, Lea Krause +4
This paper critically evaluates the attempts to align Artificial Intelligence (AI) systems, especially Large Language Models (LLMs), with human values and intentions through Reinfo…
Clash of the Explainers: Argumentation for Context-Appropriate Explanations
Leila Methnani, Virginia Dignum, Andreas Theodorou
Understanding when and why to apply any given eXplainable Artificial Intelligence (XAI) technique is not a straightforward task. There is no single approach that is best suited for…
Towards an MLOps Architecture for XAI in Industrial Applications
Leonhard Faubel, Thomas Woudsma, Leila Methnani +8
Machine learning (ML) has become a popular tool in the industrial sector as it helps to improve operations, increase efficiency, and reduce costs. However, deploying and managing M…
Embracing AWKWARD! Real-time Adjustment of Reactive Plans Using Social Norms
Leila Methnani, Andreas Antoniades, Andreas Theodorou
This paper presents the AWKWARD architecture for the development of hybrid agents in Multi-Agent Systems. AWKWARD agents can have their plans re-configured in real time to align wi…