Samuel Westby

Collective Intelligence in Human-AI Teams: A Bayesian Theory of Mind Approach

We develop a network of Bayesian agents that collectively model the mental states of teammates from the observed communication. Using a generative computational approach to cognition, we make two contributions. First, we show that our agent could generate interventions that improve the collective in…