Trustworthy Hybrid Team Decision-Support Systems

EasyChair Preprint 7607

Abstract

The aim to empower human users of artificially intelligent systems becomes paramount when considering coordination in hybrid teams of humans and autonomous agents. Hereby, we consider not only one-to-one interactions, but also many-to-many situations (multiple humans and multiple agents), where we strive to make use of their complementary capabilities. Therefore, mutual awareness of each others' strengths and weaknesses is crucial for beneficial coordination. In order to address these goals, and in accordance with a hybrid theory of mind, we propose the use of trustworthy interaction patterns and epistemic orchestration with intentions and causal models.

Keyphrases: Artificial Intelligence, Computer Science, Hybrid AI, Intentions, Neuro-symbolic AI, Software Engineering, causality, design patterns, epistemic logic, human-agent teams, multi-agent systems, simulation

@booklet{EasyChair:7607,
  author    = {André Meyer-Vitali and Wico Mulder},
  title     = {Trustworthy Hybrid Team Decision-Support Systems},
  howpublished = {EasyChair Preprint 7607},
  year      = {EasyChair, 2022}}