Temporal
discounting of reward and the cost of time in motor control
R Shadmehr, JJ Orban de Xivry, M Xu-Wilson, and TY Shih (2010) Journal of Neuroscience
Abstract Why do movements take a characteristic
amount of time, and why do diseases that affect the reward system alter control
of movements? Suppose that purpose
of any movement is to position our body in a more rewarding state. People and other animals discount future
reward as a hyperbolic function of time.
Here, we show that across populations of people and monkeys there is a
correlation between discounting of reward and control of movements. We consider saccadic eye movements and hypothesize
that duration of a movement is equivalent to a delay of reward. The hyperbolic cost of this delay not
only accounts for kinematics of saccades in adults, it also accounts for the
faster saccades of children, who temporally discount reward more steeply. Our theory explains why saccade
velocities increase when reward is elevated, and why disorders in the encoding
of reward, for example in Parkinson’s disease and schizophrenia, produce
changes in saccade. We show that
delay of reward elevates the cost of saccades, reducing velocities. Finally, we consider coordinated
movements that include motion of eyes and head and find that their kinematics
are also consistent with a hyperbolic, reward dependent cost of time. Therefore, each voluntary movement
carries a cost because its duration delays acquisition of reward. The cost depends on the value that the
brain assigns to stimuli, and the rate at which it discounts this value in
time. The motor commands that move
our eyes reflect this cost of time.