Building Shared Mental Models between Humans and AI for ...

In this paper, we propose methods for building shared mental models between humans and AI to enable human-AI collaboration at a level where both can be equal ...

[PDF] Building Shared Mental Models between Humans and AI for ...

This paper proposes methods for building shared mental models between humans and AI to enable human-AI collaboration at a level where both can be equal ...

Full article: The role of shared mental models in human-AI teams

Shared Mental Models (SMMs) occur in teams whose members have similar mental models of their task and of the team itself. Research on human teaming has linked ...

Shared Mental Models in Human-Machine Systems - ScienceDirect

To achieve a breakthrough, I argue that we first have to consider what seems to be missing from current forms of automation that is fundamental to effective ...

The role of shared mental models in human-AI teams

Shared Mental Models (SMMs) occur in teams whose members have similar mental models of their task and of the team itself. Research on human ...

Using AI to Build Better Human-Machine Teams - Darpa

Within a team setting, humans build shared mental models by aligning around key aspects of their environment, team, and strategies. ToM and ...

A framework for developing and using shared mental models in ...

Although artificial intelligence, robotics, and human-robot interaction researchers have worked towards designing mixed human-robot teams incorporating some of ...

A Formal Architecture of Shared Mental Models for Computational ...

Creating shared mental models helps improv agents co-create stories with each ... focused on the co-construction of story between an AI and a human interactor ( ...

Impact of Shared Mental Models on Human-AI Interaction and ...

Human teams are most effective when the members of the team utilize a shared mental model (SMM), meaning a shared perception of goals and actions.

Designing for Mutually Beneficial Decision Making in Human-Agent ...

The ultimate goal of building a robust shared mental model among all ... Building shared mental models between humans and ai for effective collaboration.

Generative AI is reshaping our mental models of how products work ...

A smiling human form holding a green sphere in one hand stands next to drawer that. “Our mental models shape our understanding of the world ...

A Framework for Developing and Using Shared Mental Models in ...

... Similarly, Kaur et al. [35] argue that like human-human collaboration, effective collaborations between humans and AI may require shared mental models ...

Establishing Shared Mental Models for Improved Human ... - YouTube

Matthew Luebbers, a PhD student in the Collaborative AI and Robotics (CAIRO) Lab at the University of Colorado Boulder, ...

Towards Mediating Task Assignment in Human-AI Cooperation with ...

Additionally, the process of building a shared mental model. Page 3. Interaction of Thoughts: Towards Mediating Task Assignment in Human-AI Cooperation with a ...

Human's Intuitive Mental Models as a Source of Realistic Artificial ...

Despite the success of artificial intelligence (AI), we are still far away from AI that model the world as humans do. This study focuses for explaining human ...

2 Human-AI Teaming Methods and Models

There are multiple ways of combining humans and AI into teams, including humans supervising an AI system that is serving as an aide or helper, humans ...

The role of shared mental models in human-AI teams - ResearchGate

A synthesized conceptual model is proposed for the application of SMM literature to the human-AI setting. Several areas of AI research are ...

Supporting Human-AI Teams:Transparency, explainability, and ...

AI based on learning systems creates new challenges for the development of good SA and mental models. AI transparency and explainability are discussed in terms ...

Human-AI teams—Challenges for a team-centered AI at work

Drawing from the model of an idealized teamwork process, we discuss the teamwork requirements for successful human-AI teaming in interdependent ...

The Role of Mental Models in Human-AI Team Performance

2019). Successfully creating human-AI teams puts additional de- mands on AI capabilities beyond task-level accuracy (Grosz. 1996).