VIP-cell activity tended to spike during both sets of experiments: first as the animal ran aimlessly and then during goal-oriented learning when it sought the reward.
In addition to supervised and unsupervised machine learning methods and algorithms, the AI toolbox includes reinforcement learning (RL) as a method to achieve goal-oriented learning tasks using a goal/reward system.
We find that larger scale and combined multi-scale representations favor goal-oriented navigation task learning.
Indeed, the PFC is crucial in subserving higher cognitive functions like memory, planning, goal-oriented behaviour, role learning, attention and inhibition.
We elaborate a reinforcement algorithm to learn goal-oriented behavior based on global orientation beacons, biased by local sensory information provided by visual or infra-red sensors.
There were significant main effects for Interest and Goal Orientation on the main-idea selection measure: high-interest students selected more main ideas than low-interest students, and rewarded students outperformed learning goal-oriented students.
We therefore developed a new infant intervention approach: "Goals, Activity and Motor Enrichment" (GAME) that utilized motor learning principles, goal-oriented activity-based therapy, parent education and EE strategies.
Novel RL algorithms to verify the competitive and cooperative learning abilities of goal-oriented agents for decision-making are developed.
Modules included goal-oriented antenatal care, managing maternal complications, infection prevention, managing normal labour and partograph use, neonatal resuscitation, care of the sick newborn, and extra care for the small baby using KMC.
Training modules included goal-oriented ANC, managing maternal complications, infection prevention, managing normal labour and partograph use, neonatal resuscitation, care of the sick newborn, and extra care for the small baby using kangaroo mother care.
We show that efficient goal-oriented behavior results from the interaction of parallel learning mechanisms accounting for motor adaptation, spatial encoding and decision-making.
