* [Machine theory of mind](http://proceedings.mlr.press/v80/rabinowitz18a.html) - ***ICML'18***, 2018. [[All Versions](https://scholar.google.com/scholar?cluster=6267278380616425333)]. Theory of mind (ToM) broadly refers to humans’ ability to represent the mental states of others, including their desires, beliefs, and intentions. This work proposes a Theory of Mind neural network --- a ToMnet --- which uses meta-learning to build such models of the agents it encounters. The ToMnet learns a strong prior model for agents’ future behaviour, and, using only a small number of behavioural observations, can bootstrap to richer predictions about agents’ characteristics and mental states.
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