Shared Control in Human Robot Teaming: Toward Context-Aware Communication

03/19/2022
by   Sachiko Matsumoto, et al.
0

In the field of Human-Robot Interaction (HRI), many researchers study shared control systems. Shared control is when a person and agent both contribute to the performance of a task in a collaborative way, often by providing control inputs for a robot. One of the most important things in shared control is the nature of the communication between the person and robot, which could help the human-robot team handle a variety of challenging situations. In this paper, we identify key challenges in shared control, in which better communication design could be useful, including when encountering novel situations and contexts, resolving tensions between preferences and performance, and alleviating cognitive burden and interruptions. Through the use of four exemplar shared control scenarios, we explore how well-designed human-robot communication strategies could help address each challenge. We hope this paper will draw attention to these challenges and assist researchers in advancing the development of shared control systems.

READ FULL TEXT

page 1

page 3

research
03/11/2020

A General Arbitration Model for Robust Human-Robot Shared Control with Multi-Source Uncertainty Modeling

Shared control in teleoperation leverages both human and robot's strengt...
research
04/26/2023

Surrogate Assisted Generation of Human-Robot Interaction Scenarios

As human-robot interaction (HRI) systems advance, so does the difficulty...
research
09/01/2023

Shared Control Based on Extended Lipschitz Analysis With Application to Human-Superlimb Collaboration

This paper presents a quantitative method to construct voluntary manual ...
research
04/23/2022

Human-Robot Shared Control for Surgical Robot Based on Context-Aware Sim-to-Real Adaptation

Human-robot shared control, which integrates the advantages of both huma...
research
11/23/2018

A Blended Human-Robot Shared Control Framework to Handle Drift and Latency

Maximizing the utility of human-robot teams in disaster response and sea...
research
05/20/2018

Balancing Shared Autonomy with Human-Robot Communication

Robotic agents that share autonomy with a human should leverage human do...
research
08/03/2021

An Analysis of Human-Robot Information Streams to Inform Dynamic Autonomy Allocation

A dynamic autonomy allocation framework automatically shifts how much co...

Please sign up or login with your details

Forgot password? Click here to reset