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07/19/2023
Amortised Design Optimization for Item Response Theory
Item Response Theory (IRT) is a well known method for assessing response...
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07/19/2023
Amortised Experimental Design and Parameter Estimation for User Models of Pointing
User models play an important role in interaction design, supporting aut...
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03/03/2023
Online simulator-based experimental design for cognitive model selection
The problem of model selection with a limited number of experimental tri...
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12/24/2021
Rediscovering Affordance: A Reinforcement Learning Perspective
Affordance refers to the perception of possible actions allowed by an ob...
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11/02/2021
Likelihood-Free Inference in State-Space Models with Unknown Dynamics
We introduce a method for inferring and predicting latent states in the ...
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06/07/2020
Implications of Human Irrationality for Reinforcement Learning
Recent work in the behavioural sciences has begun to overturn the long-h...
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12/02/2016