Difference between revisions of "RPE"
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{{stub|[[User:WinSysop|Tal Yaron]] 15:21, 3 February 2013 (IST)}} | {{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 | + | 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 Glimcher, P. W. (2011). Understanding dopamine and reinforcement learning: the dopamine reward prediction error hypothesis. Proceedings of the National Academy of Sciences of the United States of America, 108 Suppl (Supplement_3), 15647–54]</ref>. but it is debated<ref>[http://www.ncbi.nlm.nih.gov/pubmed/17115078?dopt=Abstract article 2007]</ref>. |
It may be correlated to [[novelty seeking]] and activation of [[system 2]] | It may be correlated to [[novelty seeking]] and activation of [[system 2]] | ||
Revision as of 04:30, 30 July 2013
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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
- ↑ Glimcher, P. W. (2011). Understanding dopamine and reinforcement learning: the dopamine reward prediction error hypothesis. Proceedings of the National Academy of Sciences of the United States of America, 108 Suppl (Supplement_3), 15647–54
- ↑ 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.