Machine learning approaches to uncover the neural mechanisms of motivated behaviour: from ADHD to individual differences in effort and reward sensitivity

Motivated behaviour relies on the brain’s capacity to evaluate effort and re- ward. Dysregulation within these processes contributes to a spectrum of conditions, from hyperactivity in attention-deficit/hyperactivity disorder (ADHD) to dimin- ished goal-directed behaviour in apathy – characterised by