Assessing Communication and Trust in an AI Teammate in a Dynamic Task Environment
- Resource Type
- Conference
- Authors
- Bhatti, Shawaiz; Demir, Mustafa; Cooke, Nancy J.; Johnson, Craig J.
- Source
- 2021 IEEE 2nd International Conference on Human-Machine Systems (ICHMS) Human-Machine Systems (ICHMS), 2021 IEEE 2nd International Conference on. :1-6 Sep, 2021
- Subject
- Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineering Profession
General Topics for Engineers
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Conferences
Task analysis
Artificial intelligence
Aircraft
Man-machine systems
Artificial Intelligence
Communication
Human-Machine Teaming
Trust
Teamwork
- Language
This research examines the relationship between anticipatory pushing of information and trust in human– autonomy teaming in a remotely piloted aircraft system - synthetic task environment. Two participants and one AI teammate emulated by a confederate executed a series of missions under routine and degraded conditions. We addressed the following questions: (1) How do anticipatory pushing of information and trust change from human to human and human to autonomous team members across the two sessions? and (2) How is anticipatory pushing of information associated with the trust placed in a teammate across the two sessions? This study demonstrated two main findings: (1) anticipatory pushing of information and trust differed between human-human and human-AI dyads, and (2) anticipatory pushing of information and trust scores increased among human-human dyads under degraded conditions but decreased in human-AI dyads.