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Main Authors: Yun, Yiling, Stacy, Stephanie, Gao, Tao
Format: Preprint
Published: 2025
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Online Access:https://arxiv.org/abs/2504.21224
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author Yun, Yiling
Stacy, Stephanie
Gao, Tao
author_facet Yun, Yiling
Stacy, Stephanie
Gao, Tao
contents Humans are able to communicate in sophisticated ways with only sparse signals, especially when cooperating. Two parallel theoretical perspectives on cooperative communication emphasize pragmatic reasoning and joint utility mechanisms to help solve ambiguity. For the current study, we collected behavioral data which tested how humans select ambiguous signals in a cooperative grid world task. The results provide support for a joint utility reasoning mechanism. We then compared human strategies to predictions from Rational Speech Acts (RSA), an established model of language pragmatics.
format Preprint
id arxiv_https___arxiv_org_abs_2504_21224
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle The role of joint utility and pragmatic reasoning in cooperative communication
Yun, Yiling
Stacy, Stephanie
Gao, Tao
Applications
Humans are able to communicate in sophisticated ways with only sparse signals, especially when cooperating. Two parallel theoretical perspectives on cooperative communication emphasize pragmatic reasoning and joint utility mechanisms to help solve ambiguity. For the current study, we collected behavioral data which tested how humans select ambiguous signals in a cooperative grid world task. The results provide support for a joint utility reasoning mechanism. We then compared human strategies to predictions from Rational Speech Acts (RSA), an established model of language pragmatics.
title The role of joint utility and pragmatic reasoning in cooperative communication
topic Applications
url https://arxiv.org/abs/2504.21224