Modeling Theory of Mind in Multi-Agent Games Using Adaptive Feedback Control. A major challenge in cognitive science and AI has been to understand how autonomous agents might acquire and predict behavioral and mental states of other agents in the course of complex social interactions.
May 29, 2019
This work proposes embodied and situated agent models based on distributed adaptive control theory to predict actions of other agents in five different game ...
Our multi-layer control models implement top-down predictions from adaptive to reactive layers of control and bottom-up error feedback from reactive to adaptive ...
May 29, 2019 · We propose a game theoretic approach to the problem in which pure RL has demonstrated to perform below the standards of human-human interaction.
Aug 1, 2023 · In particular, we propose embodied and situated agent models based on distributed adaptive control theory to predict the actions of other agents ...
Our multi-layer control models implement top-down predictions from adaptive to reactive layers of control and bottom-up error feedback from reactive to adaptive ...
Dec 29, 2023 · This is a curated list of related literature and resources for machine theory of mind (ToM) research. Last Update: Dec 29th, 2023.
This work proposes embodied and situated agent models based on distributed adaptive control theory to predict the actions of other agents in five different ...
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Modeling Theory of Mind in Multi-Agent Games Using Adaptive Feedback Control. (arXiv:1905.13225v1 [cs.MA])
We find that teams with ToM agents significantly outperform non-ToM agents when collaborating with all types of partners: non-ToM, ToM, as well as human players ...