Communicative learning: A unified learning formalism

L Yuan, SC Zhu - Engineering, 2023 - Elsevier
In this article, we propose a communicative learning (CL) formalism that unifies existing
machine learning paradigms, such as passive learning, active learning, algorithmic …

Hi-tom: A benchmark for evaluating higher-order theory of mind reasoning in large language models

Y He, Y Wu, Y Jia, R Mihalcea, Y Chen… - arxiv preprint arxiv …, 2023 - arxiv.org
Theory of Mind (ToM) is the ability to reason about one's own and others' mental states. ToM
plays a critical role in the development of intelligence, language understanding, and …

Higher-order theory of mind is especially useful in unpredictable negotiations

H De Weerd, R Verbrugge, B Verheij - Autonomous Agents and Multi …, 2022 - Springer
In social interactions, people often reason about the beliefs, goals and intentions of others.
This theory of mind allows them to interpret the behavior of others, and predict how they will …

Negotiating with other minds: the role of recursive theory of mind in negotiation with incomplete information

H De Weerd, R Verbrugge, B Verheij - Autonomous Agents and Multi …, 2017 - Springer
Abstract Theory of mind refers to the ability to reason explicitly about unobservable mental
content of others, such as beliefs, goals, and intentions. People often use this ability to …

Working memory load impairs tacit coordination but not inter-brain EEG synchronization

LA Newman, M Cao, S Täuber… - Social Cognitive and …, 2024 - academic.oup.com
Coordinating actions with others is thought to require Theory of Mind (ToM): the ability to
take perspective by attributing underlying intentions and beliefs to observed behavior …

Minddial: Enhancing conversational agents with theory-of-mind for common ground alignment and negotiation

S Qiu, M Liu, H Li, S Zhu, Z Zheng - … of the 25th Annual Meeting of …, 2024 - aclanthology.org
Humans talk in daily conversations while aligning and negotiating the expressed meanings
or common ground. Despite the impressive conversational abilities of the large generative …

Iterative teacher-aware learning

L Yuan, D Zhou, J Shen, J Gao… - Advances in …, 2021 - proceedings.neurips.cc
In human pedagogy, teachers and students can interact adaptively to maximize
communication efficiency. The teacher adjusts her teaching method for different students …

[PDF][PDF] The Minds of Many: Opponent Modeling in a Stochastic Game.

FB Von Der Osten, M Kirley, T Miller - IJCAI, 2017 - ijcai.org
Abstract The Theory of Mind provides a framework for an agent to predict the actions of
adversaries by building an abstract model of their strategies using recursive nested beliefs …

Collective action problem in heterogeneous groups with punishment and foresight

L Perry, MD Shrestha, MD Vose, S Gavrilets - Journal of Statistical Physics, 2018 - Springer
The collective action problem can easily undermine cooperation in groups. Recent work has
shown that within-group heterogeneity can under some conditions promote voluntary …

Abstracting minds: Computational theory of mind for human-agent collaboration

E Erdogan, F Dignum, R Verbrugge… - HHAI2022: Augmenting …, 2022 - ebooks.iospress.nl
Abstract Theory of mind refers to the human ability to reason about mental content of other
people such as beliefs, desires, and goals. In everyday life, people rely on their theory of …