Modeling the orbitofrontal cortex function in navigation through an RL-RNN implementation
Since its initial conceptualization by Edward Tolman, cognitive maps – i.e., task-derived internal representations of an environment – have been found in multiple brain regions. In mammalian brains, the orbitofrontal cortex (OFC) can produce a flexible cognitive map underpinning model-based learning. Recent results have shown that this function is compatible with the canonical value-encoding role ascribed to OFC, whereby this region guides decision-making by providing a representation of reward. Hence, recent theories have suggested that the OFC integrates activity from other brain regions and
Sat, Mar 11, 2023