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06/30/2022
Towards Human-Agent Communication via the Information Bottleneck Principle
Emergent communication research often focuses on optimizing task-specifi...
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08/12/2021
Scalable pragmatic communication via self-supervision
Models of context-sensitive communication often use the Rational Speech ...
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04/16/2021
Probing artificial neural networks: insights from neuroscience
A major challenge in both neuroscience and machine learning is the devel...
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05/13/2020
A Rate-Distortion view of human pragmatic reasoning
What computational principles underlie human pragmatic reasoning? A prom...
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05/11/2019
Semantic categories of artifacts and animals reflect efficient coding
It has been argued that semantic categories across languages reflect pre...
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08/09/2018
Efficient human-like semantic representations via the Information Bottleneck principle
Maintaining efficient semantic representations of the environment is a m...
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05/16/2018