Liyu Xia

Modeling changes in probabilistic reinforcement learning during adolescence

Maria K. Eckstein, Sarah L. Master, Anne G E Collins, 2020, bioRxiv.

The interpretation of computational model parameters depends on the context

Maria K. Eckstein, Sarah L. Master, L. Wilbrecht, 2021, bioRxiv.

Credit assignment in hierarchical option transfer

A. Collins, Liyu Xia, Jing-Jing Li, 2022, CogSci ... Annual Conference of the Cognitive Science Society. Cognitive Science Society (U.S.). Conference.

Temporal and state abstractions for efficient learning, transfer, and composition in humans.

A. Collins, Liyu Xia, 2021, Psychological review.

Temporal and state abstractions for efficient learning, transfer and composition in humans

L. Xia, A. G. E. Collins, A. Collins, 2020, bioRxiv.

Artificial neural networks for model identification and parameter estimation in computational cognitive models

Liyu Xia, Milena Rmus, Ti-Fen Pan, 2023, bioRxiv.

Learning under uncertainty changes during adolescence

Maria K. Eckstein, Sarah L. Master, Linda Wilbrecht, 2020, CogSci.