English

Haptic communication optimises joint decisions and affords implicit confidence sharing

Robotics 2021-01-14 v2 Human-Computer Interaction Systems and Control Systems and Control

Abstract

Group decisions can outperform the choices of the best individual group members. Previous research suggested that optimal group decisions require individuals to communicate explicitly (e.g., verbally) their confidence levels. Our study addresses the untested hypothesis that implicit communication using a sensorimotor channel -- haptic coupling -- may afford optimal group decisions, too. We report that haptically coupled dyads solve a perceptual discrimination task more accurately than their best individual members; and five times faster than dyads using explicit communication. Furthermore, our computational analyses indicate that the haptic channel affords implicit confidence sharing. We found that dyads take leadership over the choice and communicate their confidence in it by modulating both the timing and the force of their movements. Our findings may pave the way to negotiation technologies using fast sensorimotor communication to solve problems in groups.

Keywords

Cite

@article{arxiv.1912.12712,
  title  = {Haptic communication optimises joint decisions and affords implicit confidence sharing},
  author = {Giovanni Pezzulo and Lucas Roche and Ludovic Saint-Bauzel},
  journal= {arXiv preprint arXiv:1912.12712},
  year   = {2021}
}

Comments

13 pages, 3 figures, preprint

R2 v1 2026-06-23T12:58:32.055Z