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This summary is machine-generated.

Researchers are developing strategies for robots to actively build and maintain user trust. Recent advances in AI and ethics offer tools to create more trustworthy autonomous social robots for real-world interactions.

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Area of Science:

  • Robotics
  • Human-Robot Interaction (HRI)
  • Artificial Intelligence (AI)

Background:

  • Traditional research focused on understanding trust in robots.
  • Recent work emphasizes robots actively managing user trust.

Purpose of the Study:

  • Assess the current state of trust in robots research.
  • Examine how methodological advances can create trustworthy robots.

Main Methods:

  • Review of recent literature on trust in robotics.
  • Analysis of strategies for robots to gain, calibrate, and maintain trust.
  • Exploration of reasoning capabilities in robotic agents.

Main Results:

  • Shift from studying trust antecedents to active trust development strategies.
  • Emphasis on endowing robots with reasoning capabilities, such as probabilistic modeling.
  • Identification of challenges in real-world HRI: trust measurement, behavior guarantees, and data handling.

Conclusions:

  • The state-of-the-art offers tools for developing trustworthy robots.
  • Advances in psychometrics, trustworthy systems, robot-ethics, and deep learning can address HRI challenges.
  • Methodological progress can lead to autonomous, trustworthy social robots.