Inferring Values via Hybrid Intelligence

Frontiers in artificial intelligence and applications

Abstract

Values, such as freedom and safety, are the core motivations that guide us humans. A prerequisite for creating value-aligned multiagent systems that involve humans and artificial agents is value inference, the process of identifying values and reasoning about human value preferences. We introduce a framework that connects the value inference steps, and motivate why a hybrid intelligence approach is instrumental for its success. We also highlight the multidisciplinary research challenges that hybrid value inference entails.

Authors 8

1. Enrico Liscio corresponding

   Delft University of Technology

   Affiliation as printed

   Delft University of Technology, Delft, the Netherlands

2. Roger X. Lera-Leri

   Consejo Superior de Investigaciones Científicas · Artificial Intelligence Research Institute

   Affiliation as printed

   IIIA-CSIC, Barcelona, Spain

3. Filippo Bistaffa

   Consejo Superior de Investigaciones Científicas · Artificial Intelligence Research Institute

   Affiliation as printed

   IIIA-CSIC, Barcelona, Spain

4. Roel Dobbe

   Delft University of Technology

   Affiliation as printed

   Delft University of Technology, Delft, the Netherlands

5. Catholijn M. Jonker Aachen

   Leiden University · Delft University of Technology

   Affiliation as printed

   Delft University of Technology, Delft, the Netherlands

   Leiden University, Leiden, the Netherlands

6. Maite López-Sánchez

   Universitat de Barcelona

   Affiliation as printed

   University of Barcelona, Barcelona, Spain

7. Juan A. Rodríguez-Aguilar

   Consejo Superior de Investigaciones Científicas · Artificial Intelligence Research Institute

   Affiliation as printed

   IIIA-CSIC, Barcelona, Spain

8. Pradeep Kumar Murukannaiah

   Delft University of Technology

   Affiliation as printed

   Delft University of Technology, Delft, the Netherlands