Learning to communicate proactively in human-agent teaming

Artificially intelligent agents increasingly collaborate with humans in human-agent teams. Timely proactive sharing of relevant information within the team contributes to the overall team performance. This paper presents a machine learning approach to proactive communication in AI-agents using contextual factors. Proactive communication was...

Human-agent experience sharing: Creating social agents for elderly people with dementia

As intelligent technology steadily becomes a part of modern societies, people collaborate with agents more frequently, and so agents need to be socially intelligent, i.e. personalised and context-sensitive. This paper introduces a context-sensitive personalisation framework for social agents that facilitates the establishment of human-agent...