TY - JOUR
T1 - Anticipatory thinking in multi-agent environments
T2 - 2019 Workshop on Cognitive Systems for Anticipatory Thinking, COGSAT 2019
AU - Rabkina, Irina
AU - Nakos, Constantine
AU - Forbus, Kenneth D.
N1 - Publisher Copyright:
Copyright © 2020 for this paper by its authors.
PY - 2020
Y1 - 2020
N2 - Multi-agent environments pose unique challenges for the agents that interact with them. The complex behaviors of other agents can lead to novel modes of failure. Anticipating and mitigating failures due to other agents requires reasoning about their goals and beliefs, called theory of mind (ToM) reasoning. In this paper, we outline types of multiagent scenarios that require ToM reasoning and discuss the complexity of mental models required to address them.
AB - Multi-agent environments pose unique challenges for the agents that interact with them. The complex behaviors of other agents can lead to novel modes of failure. Anticipating and mitigating failures due to other agents requires reasoning about their goals and beliefs, called theory of mind (ToM) reasoning. In this paper, we outline types of multiagent scenarios that require ToM reasoning and discuss the complexity of mental models required to address them.
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M3 - Conference article
AN - SCOPUS:85081538264
SN - 1613-0073
VL - 2558
JO - CEUR Workshop Proceedings
JF - CEUR Workshop Proceedings
Y2 - 7 November 2019 through 9 November 2019
ER -