Week 10 & 13 Tutorial

Methods of AI development

-Hard-coded or script task behaviour -bio-(human)-inspired computational & dynamical models -machine learning

Types of machine learning

-supervised machine learning -unsupervised machine learning -reinforcement learning

What do stereotype-relevant situations place targets in?

An uncomfortable predicament that can lead to poorer performance outcomes.

Supervised machine learning

Algorithms that learn by modelling the relationship between input data to desired (labelled or coded) output data

Unsupervised machine learning

Algorithms that learn to identify patterns in uncoded or labelled data

Reinforcement learning

Algorithms that learn to respond to data in ways that maximise received rewards

What does deep learning do?

Employ multilayer (deep) Artificial Neural Networks to model the relationships uncovered using supervised, unsupervised, & reinforcement machine learning techniques

Does a person have to believe in a stereotype to be affected by it?

No

System Justification theory

Psychological process by which existing social arrangements are legitimized, even at the expense of personal & group interests

Stereotype Threat

being at risk of confirming, as self-characteristic, a negative stereotype about one's group