4 papers · 1 filter
Identifying and Understanding Human Values in Text: A Tailorable LLM-based Architecture
Eduardo de la Cruz Fernández, Marcelo Karanik, Sascha Ossowski
As intelligent systems become more autonomous, the scientific community focuses on creating decision-making mechanisms that include ethical and moral considerations, unlike traditi…
Learning the Value Systems of Societies with Preference-based Multi-objective Reinforcement Learning
Andrés Holgado-Sánchez, Peter Vamplew, Richard Dazeley +2
Value-aware AI should recognise human values and adapt to the value systems (value-based preferences) of different users. This requires operationalization of values, which can be p…
Learning the Value Systems of Societies from Preferences
Andrés Holgado-Sánchez, Holger Billhardt, Sascha Ossowski +1
Aligning AI systems with human values and the value-based preferences of various stakeholders (their value systems) is key in ethical AI. In value-aware AI systems, decision-making…
Algorithms for learning value-aligned policies considering admissibility relaxation
Andrés Holgado-Sánchez, JoaquÃn Arias, Holger Billhardt +1
The emerging field of \emph{value awareness engineering} claims that software agents and systems should be value-aware, i.e. they must make decisions in accordance with human value…