Neural signatures of model-based and model-free reinforcement learning across prefrontal cortex and striatum
Animals integrate knowledge about how the state of the environment evolves to choose actions that maximise reward. Such goal-directed behaviour – or model-based (MB) reinforcement learning (RL) – can flexibly adapt choice to changes, being thus distinct from simpler habitual – or model-free (MF) RL – strategies. Previous inactivation and neuroimaging work im
