PMID- 30081194 OWN - NLM STAT- MEDLINE DCOM- 20190204 LR - 20191210 IS - 1095-9572 (Electronic) IS - 1053-8119 (Linking) VI - 183 DP - 2018 Dec TI - Electrophysiological responses of medial prefrontal cortex to feedback at different levels of hierarchy. PG - 121-131 LID - S1053-8119(18)30680-3 [pii] LID - 10.1016/j.neuroimage.2018.07.064 [doi] AB - Recent advances in computational reinforcement learning suggest that humans and animals can learn from different types of reinforcers in a hierarchically organised fashion. According to this theoretical framework, while humans learn to coordinate subroutines based on external reinforcers such as food rewards, simple actions within those subroutines are reinforced by an internal reinforcer called a pseudo-reward. Although the neural mechanisms underlying these processes are unknown, recent empirical evidence suggests that the medial prefrontal cortex (MPFC) is involved. To elucidate this issue, we measured a component of the human event-related brain potential, called the reward positivity, that is said to reflect a reward prediction error signal generated in the MPFC. Using a task paradigm involving reinforcers at two levels of hierarchy, we show that reward positivity amplitude is sensitive to the valence of low-level pseudo-rewards but, contrary to our expectation, is not modulated by high-level rewards. Further, reward positivity amplitude to low-level feedback is modulated by the goals of the higher level. These results, which were further replicated in a control experiment, suggest that the MPFC is involved in the processing of rewards at multiple levels of hierarchy. CI - Copyright (c) 2018 Elsevier Inc. All rights reserved. FAU - Shahnazian, Danesh AU - Shahnazian D AD - Department of Psychology, University of Victoria, Canada. Electronic address: d.dshahnaz@uvic.ca. FAU - Shulver, Kurt AU - Shulver K AD - Department of Psychology, Macquarie University, Australia. FAU - Holroyd, Clay B AU - Holroyd CB AD - Department of Psychology, University of Victoria, Canada. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20180804 PL - United States TA - Neuroimage JT - NeuroImage JID - 9215515 SB - IM MH - Adolescent MH - Adult MH - Electroencephalography/*methods MH - Evoked Potentials/*physiology MH - Feedback, Psychological/*physiology MH - Functional Neuroimaging/*methods MH - Humans MH - Prefrontal Cortex/*physiology MH - Psychomotor Performance/*physiology MH - *Reinforcement, Psychology MH - *Reward MH - Young Adult OTO - NOTNLM OT - Hierarchical reinforcement learning OT - Medial prefrontal cortex OT - Reward positivity EDAT- 2018/08/07 06:00 MHDA- 2019/02/05 06:00 CRDT- 2018/08/07 06:00 PHST- 2018/03/28 00:00 [received] PHST- 2018/07/27 00:00 [revised] PHST- 2018/07/28 00:00 [accepted] PHST- 2018/08/07 06:00 [pubmed] PHST- 2019/02/05 06:00 [medline] PHST- 2018/08/07 06:00 [entrez] AID - S1053-8119(18)30680-3 [pii] AID - 10.1016/j.neuroimage.2018.07.064 [doi] PST - ppublish SO - Neuroimage. 2018 Dec;183:121-131. doi: 10.1016/j.neuroimage.2018.07.064. Epub 2018 Aug 4.