Literature DB >> 30240308

Subgoal- and Goal-related Reward Prediction Errors in Medial Prefrontal Cortex.

José J F Ribas-Fernandes1, Danesh Shahnazian1, Clay B Holroyd1, Matthew M Botvinick2,3.   

Abstract

A longstanding view of the organization of human and animal behavior holds that behavior is hierarchically organized-in other words, directed toward achieving superordinate goals through the achievement of subordinate goals or subgoals. However, most research in neuroscience has focused on tasks without hierarchical structure. In past work, we have shown that negative reward prediction error (RPE) signals in medial prefrontal cortex (mPFC) can be linked not only to superordinate goals but also to subgoals. This suggests that mPFC tracks impediments in the progression toward subgoals. Using fMRI of human participants engaged in a hierarchical navigation task, here we found that mPFC also processes positive prediction errors at the level of subgoals, indicating that this brain region is sensitive to advances in subgoal completion. However, when subgoal RPEs were elicited alongside with goal-related RPEs, mPFC responses reflected only the goal-related RPEs. These findings suggest that information from different levels of hierarchy is processed selectively, depending on the task context.

Entities:  

Year:  2018        PMID: 30240308     DOI: 10.1162/jocn_a_01341

Source DB:  PubMed          Journal:  J Cogn Neurosci        ISSN: 0898-929X            Impact factor:   3.225


  6 in total

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Review 2.  Hierarchical Reinforcement Learning, Sequential Behavior, and the Dorsal Frontostriatal System.

Authors:  Miriam Janssen; Christopher LeWarne; Diana Burk; Bruno B Averbeck
Journal:  J Cogn Neurosci       Date:  2022-07-01       Impact factor: 3.420

3.  Predictive Representations in Hippocampal and Prefrontal Hierarchies.

Authors:  Iva K Brunec; Ida Momennejad
Journal:  J Neurosci       Date:  2021-11-19       Impact factor: 6.709

4.  Temporal and state abstractions for efficient learning, transfer, and composition in humans.

Authors:  Liyu Xia; Anne G E Collins
Journal:  Psychol Rev       Date:  2021-05-20       Impact factor: 8.247

5.  Backtracking during navigation is correlated with enhanced anterior cingulate activity and suppression of alpha oscillations and the 'default-mode' network.

Authors:  Amir-Homayoun Javadi; Eva Zita Patai; Eugenia Marin-Garcia; Aaron Margois; Heng-Ru M Tan; Dharshan Kumaran; Marko Nardini; Will Penny; Emrah Duzel; Peter Dayan; Hugo J Spiers
Journal:  Proc Biol Sci       Date:  2019-07-31       Impact factor: 5.349

6.  Feedback-Related Negativity and Frontal Midline Theta Reflect Dissociable Processing of Reinforcement.

Authors:  Eric Rawls; Vladimir Miskovic; Shannin N Moody; Yoojin Lee; Elizabeth A Shirtcliff; Connie Lamm
Journal:  Front Hum Neurosci       Date:  2020-01-09       Impact factor: 3.169

  6 in total

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