Author

R. G. Liu

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Animal Behavior & Cognition· 1

Signature Assays, Organisms & Methods

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Approach:Bayesian inference· 1 Approach:deep learning· 1 Research Focus:synaptic & neural circuits· 1

Frequent Co-Authors

M. J. Frank· 1 shared

Activity by Year

2021-2021 · peak 1/yr

1 paper

Recent·Most cited

Animal Behavior & CognitionbioRxivJul 20, 2021

Hierarchical clustering optimizes the tradeoff between compositionality and expressivity of task structures for flexible reinforcement learning

R. G. Liu, M. J. Frank

This paper introduces a hierarchical reinforcement learning agent that balances compositionality and expressivity in task structures for better generalization and transfer.

DOI 10.1016/j.artint.2022.103770

deep learningBayesian inference

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