NeurosciencePLoS Computational BiologyPeer-reviewed
Emergence of belief-like representations through reinforcement learning
Jay A. Hennig, Sandra Romero Pinto, Takahiro Yamaguchi…·Samuel Joseph Gershman
This paper shows that recurrent neural networks can estimate value directly from observations without explicitly forming beliefs, generating reward prediction errors similar to experimental observations.