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  1. Too Many Cooks: Bayesian Inference for Coordinating Multi‐Agent Collaboration.Sarah A. Wu, Rose E. Wang, James A. Evans, Joshua B. Tenenbaum, David C. Parkes & Max Kleiman-Weiner - 2021 - Topics in Cognitive Science 13 (2):414-432.
    Collaboration requires agents to coordinate their behavior on the fly, sometimes cooperating to solve a single task together and other times dividing it up into sub‐tasks to work on in parallel. Underlying the human ability to collaborate is theory‐of‐mind (ToM), the ability to infer the hidden mental states that drive others to act. Here, we develop Bayesian Delegation, a decentralized multi‐agent learning mechanism with these abilities. Bayesian Delegation enables agents to rapidly infer the hidden intentions of others by inverse planning. (...)
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  • Instantaneous systems of communicative conventions through virtual bargaining.Jennifer Misyak & Nick Chater - 2022 - Cognition 225 (C):105097.
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  • People can use the placement of objects to infer communicative goals.Michael Lopez-Brau & Julian Jara-Ettinger - 2023 - Cognition 239 (C):105524.
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  • Learning a commonsense moral theory.Max Kleiman-Weiner, Rebecca Saxe & Joshua B. Tenenbaum - 2017 - Cognition 167 (C):107-123.
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  • Team Reasoning and the Rational Choice of Payoff-Dominant Outcomes in Games.Natalie Gold & Andrew M. Colman - 2020 - Topoi 39 (2):305-316.
    Standard game theory cannot explain the selection of payoff-dominant outcomes that are best for all players in common-interest games. Theories of team reasoning can explain why such mutualistic cooperation is rational. They propose that teams can be agents and that individuals in teams can adopt a distinctive mode of reasoning that enables them to do their part in achieving Pareto-dominant outcomes. We show that it can be rational to play payoff-dominant outcomes, given that an agent group identifies. We compare team (...)
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  • Breaking the right way: a closer look at how we dissolve commitments.Matthew Chennells & John Michael - forthcoming - Phenomenology and the Cognitive Sciences:1-23.
    Joint action enables us to achieve our goals more efficiently than we otherwise could, and in many cases to achieve goals that we could not otherwise achieve at all. It also presents us with the challenge of determining when and to what extent we should rely on others to make their contributions. Interpersonal commitments can help with this challenge – namely by reducing uncertainty about our own and our partner’s future actions, particularly when tempting alternative options are available to one (...)
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  • The social character of moral reasoning.Nick Chater, Hossam Zeitoun & Tigran Melkonyan - 2019 - Behavioral and Brain Sciences 42:e149.
    May provides a compelling case that reasoning is central to moral psychology. In practice, many morally significant decisions involve several moral agents whose actions are interdependent – and agents embedded in society. We suggest that social life and the rich patterns of reasoning that underpin it are ethical through and through.
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  • The paradox of social interaction: Shared intentionality, we-reasoning, and virtual bargaining.Nick Chater, Hossam Zeitoun & Tigran Melkonyan - 2022 - Psychological Review 129 (3):415-437.
    Social interaction is both ubiquitous and central to understanding human behavior. Such interactions depend, we argue, on shared intentionality: the parties must form a common understanding of an ambiguous interaction. Yet how can shared intentionality arise? Many well-known accounts of social cognition, including those involving “mind-reading,” typically fall into circularity and/or regress. For example, A’s beliefs and behavior may depend on her prediction of B’s beliefs and behavior, but B’s beliefs and behavior depend in turn on her prediction of A’s (...)
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  • Can cognitive science create a cognitive economics?Nick Chater - 2015 - Cognition 135 (C):52-55.
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  • Hypothetical Bargaining and Equilibrium Refinement in Non-Cooperative Games.Mantas Radzvilas - unknown
    Virtual bargaining theory suggests that social agents aim to resolve non-cooperative games by identifying the strategy profile which they would agree to play if they could openly bargain. The theory thus offers an explanation of how social agents resolve games with multiple Nash equilibria. One of the main questions pertaining to this theory is how the principles of the bargaining theory could be applied in the analysis of hypothetical bargaining in non-cooperative games. I propose a bargaining model based on the (...)
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