Grant: Discovery Grants Program - Individual
University of Ontario Institute of Technology
$41,000.00
Socially Reflective AI for Deep Cooperation
EF 2024-25
Résumé
As Artificial Intelligence (AI) is increasingly integrated into society, my research program aims to discover how to build more socially sensitive AI technology. We do this by augmenting AI systems such as robots, virtual assistants, smart devices, and other agents with the ability to reflect. Here, this reflection includes learning and reasoning using self-models that include social factors, including context, trustworthiness, norms, network structure, and likely outcomes of actions. This requires internal simulations of the social systems of which the AI system is part. The impact of this will be intelligent socio-technical systems able to act collectively to intentionally create more sustainable, equitable, and efficient outcomes in shared environments. We will demonstrate this impact using simulation models of global sustainability challenges that include AI-based decision making, plus a case study on AI-supported community building for food security in Toronto.
Programme
Discovery Grants Program - Individual
Bénéficiaire
Emplacement
Ontario, Canada
Type de bénéficiaire
Academia
Type
Grant
Source
NSERC's Awards Data
Tel que publié
Application id
RGPIN-2023-05595
Name nom
Lewis, Peter
Department département
Faculty of Business and IT
Organization id
19222
Institution établissement
University of Ontario Institute of Technology
Province en
Ontario
Province fr
Ontario
Country en
CANADA
Country fr
CANADA
Fiscal year exercice financier
2024
Competition year année de concours
2023
Award amount
41000
Program id
RGPIN
Program name en
Discovery Grants Program - Individual
Program name fr
Programme de subventions à la découverte - individuelles
Group en
DISCOVERY RESEARCH
Group fr
RECHERCHE AXÉE SUR LA DÉCOUVERTE
Committee code
1507
Committee name en
Computer Science
Committee name fr
Sciences informatiques
Area of application code
801
Area of application group en
Information and communication services
Area of application group fr
Services d'information et de télécommunications
Area of application en
Computer software
Area of application fr
Logiciel
Research subject code
2800
Research subject group en
Artificial intelligence
Research subject group fr
Intelligence artificielle
Research subject en
Artificial intelligence (computer vision, use2603)
Research subject fr
Intelligence artificielle (vision artificielle, utiliser 2603)
Field of research list names en
Not available
Field of research list names fr
Non disponible
Socioeconomic objective list names en
Not available
Socioeconomic objective list names fr
Non disponible
Application title
Socially Reflective AI for Deep Cooperation
Keywords
autonomous agents; artificial intelligence; cooperation; reflection; evolution of cooperation; self-organization
Application summary
As Artificial Intelligence (AI) is increasingly integrated into society, my research program aims to discover how to build more socially sensitive AI technology. We do this by augmenting AI systems such as robots, virtual assistants, smart devices, and other agents with the ability to reflect. Here, this reflection includes learning and reasoning using self-models that include social factors, including context, trustworthiness, norms, network structure, and likely outcomes of actions. This requires internal simulations of the social systems of which the AI system is part. The impact of this will be intelligent socio-technical systems able to act collectively to intentionally create more sustainable, equitable, and efficient outcomes in shared environments. We will demonstrate this impact using simulation models of global sustainability challenges that include AI-based decision making, plus a case study on AI-supported community building for food security in Toronto.