Author

R. G. Liu

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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

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.

bioRxiv · Jul 20, 2021Animal Behavior & Cognition