Pluggable Social Artificial Intelligence for Enabling Human-Agent Teaming

09/10/2019
by   J. van Diggelen, et al.
0

As intelligent systems are increasingly capable of performing their tasks without the need for continuous human input, direction, or supervision, new human-machine interaction concepts are needed. A promising approach to this end is human-agent teaming, which envisions a novel interaction form where humans and machines behave as equal team partners. This paper presents an overview of the current state of the art in human-agent teaming, including the analysis of human-agent teams on five dimensions; a framework describing important teaming functionalities; a technical architecture, called SAIL, supporting social human-agent teaming through the modular implementation of the human-agent teaming functionalities; a technical implementation of the architecture; and a proof-of-concept prototype created with the framework and architecture. We conclude this paper with a reflection on where we stand and a glance into the future showing the way forward.

READ FULL TEXT

page 4

page 16

page 18

research
08/31/2023

Agent Teaming Situation Awareness (ATSA): A Situation Awareness Framework for Human-AI Teaming

The rapid advancements in artificial intelligence (AI) have led to a gro...
research
08/20/2023

Affective Digital Twins for Digital Human: Bridging the Gap in Human-Machine Affective Interaction

In recent years, metaverse and digital humans have become important rese...
research
03/10/2019

Improving Humanness of Virtual Agents and Users' Cooperation through Emotions

In this paper, we analyze the performance of an agent developed accordin...
research
02/05/2021

Extending System Performance Past the Boundaries of Technical Maturity: Human-Agent Teamwork Perspective for Industrial Inspection

Cyber-Physical-Social Systems (CPSS) performance for industry 4.0 is hig...
research
05/31/2023

Human Control: Definitions and Algorithms

How can humans stay in control of advanced artificial intelligence syste...
research
08/06/2023

Towards socially-competent and culturally-adaptive artificial agents Expressive order, interactional disruptions and recovery strategies

The development of artificial agents for social interaction pushes to en...
research
08/10/2022

TagTeam: Towards Wearable-Assisted, Implicit Guidance for Human–Drone Teams

The availability of sensor-rich smart wearables and tiny, yet capable, u...

Please sign up or login with your details

Forgot password? Click here to reset