Search Results for author: Andrew Yong-Yi Tan

Found 2 papers, 2 papers with code

A nonlinear hidden layer enables actor-critic agents to learn multiple paired association navigation

1 code implementation25 Jun 2021 M Ganesh Kumar, Cheston Tan, Camilo Libedinsky, Shih-Cheng Yen, Andrew Yong-Yi Tan

Biologically plausible classic actor-critic agents have been shown to learn to navigate to single reward locations, but which biologically plausible agents are able to learn multiple cue-reward location tasks has remained unclear.

Navigate

One-shot learning of paired association navigation with biologically plausible schemas

2 code implementations7 Jun 2021 M Ganesh Kumar, Cheston Tan, Camilo Libedinsky, Shih-Cheng Yen, Andrew Yong-Yi Tan

But how schemas, conceptualized at Marr's computational level, correspond with neural implementations remains poorly understood, and a biologically plausible computational model of the rodent learning has not been demonstrated.

One-Shot Learning

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