Confidence Modulated Reinforcement Learning

The sense of confidence has often been argued to have a regulatory role in learning. The current work used a manipulation of decision confidence to investigate this hypothesized role in reinforcement learning. In a 2-armed bandit task, it was found that confidence influenced decision policy, but it leaves learning unaffected.