■ I consider how to represent and reason with users ’ preferences. While areas of economics like social choice and game theory have traditionally considered such topics, I will argue that computer science and artificial intelligence bring some fresh perspectives to the study of representing and reasoning with preferences. For instance, I consider how we can elicit preferences efficiently and effectively. Preferences are a central aspect of decision making for single or multiple agents. With one agent, the agent’s desired goal may not be feasible. The agent wants a cheap, low-mileage Ferrari, but no such car exists. We may therefore look for the most preferred outcom
AbstractThis editorial of the special issue “Representing, Processing, and Learning Preferences: The...
The classical way of encoding preferences in decision theory is by means of utility or value functio...
Research in artificial intelligence, as well as in economics and other related fields, generally pro...
International audiencePreferences are useful in many real-life problems, guiding human decision maki...
One of the main objectives of AI is modelling human reasoning. Since preference information is an in...
The paper presents a focused survey about the presence and the use of the concept of “preferences” i...
n We present a tutorial introduction to the area of preference handling—one of the core issues in th...
The tutorial aims at introducing the general field that deals with techniques for representing, lear...
In the context of practical reasoning, such as decision making and negotiation, it is necessary to m...
P&al031International audienceThis editorial of the special issue "Representing, Processing, and Lear...
Recently, a lot of interest arose in the artificial intelligence and database communities concerning...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
This editorial of the special issue "Representing, Processing, and Learning Preferences: Theoretical...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
International audienceThe specification of a decision making problem includes the agent's preference...
AbstractThis editorial of the special issue “Representing, Processing, and Learning Preferences: The...
The classical way of encoding preferences in decision theory is by means of utility or value functio...
Research in artificial intelligence, as well as in economics and other related fields, generally pro...
International audiencePreferences are useful in many real-life problems, guiding human decision maki...
One of the main objectives of AI is modelling human reasoning. Since preference information is an in...
The paper presents a focused survey about the presence and the use of the concept of “preferences” i...
n We present a tutorial introduction to the area of preference handling—one of the core issues in th...
The tutorial aims at introducing the general field that deals with techniques for representing, lear...
In the context of practical reasoning, such as decision making and negotiation, it is necessary to m...
P&al031International audienceThis editorial of the special issue "Representing, Processing, and Lear...
Recently, a lot of interest arose in the artificial intelligence and database communities concerning...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
This editorial of the special issue "Representing, Processing, and Learning Preferences: Theoretical...
International audienceThe classical way of encoding preferences in decision theory is by means of ut...
International audienceThe specification of a decision making problem includes the agent's preference...
AbstractThis editorial of the special issue “Representing, Processing, and Learning Preferences: The...
The classical way of encoding preferences in decision theory is by means of utility or value functio...
Research in artificial intelligence, as well as in economics and other related fields, generally pro...