Discovery Projects - Grant ID: DP150104206

Funding Activity

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Funded Activity Summary

Learning and choosing in a complex world. How do people make choices in a complex world? Making good choices requires expertise, but people must often forego rewards in order to acquire this knowledge. This is the essence of an "explore-exploit dilemma": to maximise rewards across a long time frame, people must take the time to explore and learn now. Empirically, this project aims to unify much of the existing psychological literature and extend it to cover richer, more complex problems. Theoretically, the project aims to use tools from machine learning to compare human decision making to optimal planning models.

Funded Activity Details

Start Date: 2015

End Date: 04-2019

Funding Scheme: Discovery Projects

Funding Amount: $330,500.00

Funder: Australian Research Council

Research Topics

ANZSRC Field of Research (FoR)

Cognitive Science | Decision Making

ANZSRC Socio-Economic Objective (SEO)

Expanding Knowledge in Psychology and Cognitive Sciences |