Source Themes

Benchmarks and Baselines for Intuitive Psychology

To achieve human-like thinking and performance, machine learning systems need to comprehend the autonomous agents in their environment. Inspired by work in developmental psychology, we present challenges for machines that would test their abilities …

Mutual Exclusivity as a Challenge for Deep Neural Networks

Children use the mutual exclusivity (ME) bias to learn new words, while standard neural nets show the opposite bias, hindering learning in naturalistic scenarios such as lifelong learning.

An example preprint / working paper

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An example journal article

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