Difference between revisions of "RPE"
From Deliberative Democracy Institiute Wiki
| Line 1: | Line 1: | ||
| − | {{stub}} | + | {{stub|[[User:WinSysop|Tal Yaron]] 15:21, 3 February 2013 (IST)}} |
Reward Prediction Error ([[RPE]]), is thought to be a the activator of learning when ther is a difference between accepted reward and actual reward<ref>[http://www.pnas.org/content/early/2011/03/08/1014269108.full.pdf article 2011 PNAS]</ref>. but it is debated<ref>[http://www.ncbi.nlm.nih.gov/pubmed/17115078?dopt=Abstract article 2007]</ref>. | Reward Prediction Error ([[RPE]]), is thought to be a the activator of learning when ther is a difference between accepted reward and actual reward<ref>[http://www.pnas.org/content/early/2011/03/08/1014269108.full.pdf article 2011 PNAS]</ref>. but it is debated<ref>[http://www.ncbi.nlm.nih.gov/pubmed/17115078?dopt=Abstract article 2007]</ref>. | ||
Revision as of 07:21, 3 February 2013
 This page is a stub. It is not ready for publication and is used to aggregate information about a subject. You can add further reading and add information to the page. If you want to prepare this page for publication please consults with the creator of this page. |
Reward Prediction Error (RPE), is thought to be a the activator of learning when ther is a difference between accepted reward and actual reward[1]. but it is debated[2].
It may be correlated to novelty seeking and activation of system 2
Learning is induced because of surprise. The dACC is concerned more with attention and motor control processes involved in behavioral adjustment. The dopamine RPE system is the process from which a learning is happening[3].
Related Papers
Dorsal ACC decision making system
Thougths
It seams that when we gossip or reading news, the RPE is working, and driving us to understand what can be the causes of the things we see. It is caused when we can not understand the reasons or can not predict the events. This may be one of the reasons, news tend to be bulerd and not logical, and are becoming infotainment. Cause is an economic description (explanation) for a set of phenomena[4]. If we will achieve good explanations, we will be less surprised and will be able to better predict our interaction with the world. Tal Yaron
References
- ↑ article 2011 PNAS
- ↑ article 2007
- ↑ Benjamin Y. Hayden1,2, Sarah R. Heilbronner, John M. Pearson, and Michael L. Platt, Surprise Signals in Anterior Cingulate Cortex: Neuronal Encoding of Unsigned Reward Prediction Errors Driving Adjustment in Behavior, The Journal of Neuroscience, 16 March 2011, 31(11): 4178-4187
- ↑ Ernst, M. (1986). On the Economical Nature of Physical Inquiry. Popular Scientific Lectures (pp. 186–214). Open Court.