Ines F. Aitsahalia

This study shows that striatal acetylcholine supports reversal learning by promoting state construction in reinforcement learning.

The paper introduces a reinforcement-learning framework called Sparse Cognitive Graph (SCG) that models goal-directed behavior through dynamic graph reconfiguration, showing it explains diverse behavioral regimes and predicts population activity geometry.