43 citations · 89 across the 13 of their papers we have counts for
6 papers · 1 filter
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, Joaquín 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…
Streamlining Advanced Taxi Assignment Strategies based on Legal Analysis
Holger Billhardt, José-Antonio Santos, Alberto Fernández +3
In recent years many novel applications have appeared that promote the provision of services and activities in a collaborative manner. The key idea behind such systems is to take a…
Smart Recommendations for Renting Bikes in Bike Sharing Systems
Holger Billhardt, Alberto Fernández, Sascha Ossowski
Vehicle-sharing systems -- such as bike-, car-, or motorcycle-sharing systems -- have become increasingly popular in big cities in recent years. On the one hand, they provide a che…
Taxi dispatching strategies with compensations
Holger Billhardt, Alberto Fernández, Sascha Ossowski +2
Urban mobility efficiency is of utmost importance in big cities. Taxi vehicles are key elements in daily traffic activity. The advance of ICT and geo-positioning systems has given…