The Computational Complexity of Valuation and Motivational Forces in Decision-Making Processes
作者： A. David Redish , Nathan W. Schultheiss , Evan C. Carter
关键词: Measurement method 、 Information processing 、 Computational complexity theory 、 Decision theory 、 Valuation (finance) 、 Management science 、 Computer science
摘要: The concept of value is fundamental to most theories motivation and decision making. However, has be measured experimentally. Different methods measuring produce incompatible valuation hierarchies. Taking the agent's perspective (rather than experimenter's), we interpret different measurement as accessing decision-making systems show how these depend on information processing algorithms. This identifies translation from multiple into a single action taken by given agent one important open questions in making today. We conclude looking at measures can used understand treat dysfunction such addiction.
springer.com
sci-hub.se 参考文章(150)
Kyle S. Smith, Ann M. Graybiel, A Dual Operator View of Habitual Behavior Reflecting Cortical and Striatal Dynamics Neuron. ,vol. 79, pp. 361- 374 ,(2013) , 10.1016/J.NEURON.2013.05.038
Kyle S. Smith, Amy J. Tindell, J. Wayne Aldridge, Kent C. Berridge, Ventral pallidum roles in reward and motivation. Behavioural Brain Research. ,vol. 196, pp. 155- 167 ,(2009) , 10.1016/J.BBR.2008.09.038
A. M. Wikenheiser, D. W. Stephens, A. D. Redish, Subjective costs drive overly patient foraging strategies in rats on an intertemporal foraging task Proceedings of the National Academy of Sciences of the United States of America. ,vol. 110, pp. 8308- 8313 ,(2013) , 10.1073/PNAS.1220738110
Jadin C Jackson, A David Redish, Detecting dynamical changes within a simulated neural ensemble using a measure of representational quality. Network: Computation In Neural Systems. ,vol. 14, pp. 629- 645 ,(2003) , 10.1088/0954-898X_14_4_302
Giorgio Coricelli, Hugo D Critchley, Mateus Joffily, John P O'Doherty, Angela Sirigu, Raymond J Dolan, Regret and its avoidance: a neuroimaging study of choice behavior Nature Neuroscience. ,vol. 8, pp. 1255- 1262 ,(2005) , 10.1038/NN1514
A. D. REDISH, A. JOHNSON, A computational model of craving and obsession. Annals of the New York Academy of Sciences. ,vol. 1104, pp. 324- 339 ,(2007) , 10.1196/ANNALS.1390.014
Sang Wan Lee, Shinsuke Shimojo, John P. O’Doherty, Neural Computations Underlying Arbitration between Model-Based and Model-free Learning Neuron. ,vol. 81, pp. 687- 699 ,(2014) , 10.1016/J.NEURON.2013.11.028
Joshua D Greene, R Brian Sommerville, Leigh E Nystrom, John M Darley, Jonathan D Cohen, An fMRI Investigation of Emotional Engagement in Moral Judgment Science. ,vol. 293, pp. 2105- 2108 ,(2001) , 10.1126/SCIENCE.1062872
Tania Singer, Hugo D. Critchley, Kerstin Preuschoff, A common role of insula in feelings, empathy and uncertainty Trends in Cognitive Sciences. ,vol. 13, pp. 334- 340 ,(2009) , 10.1016/J.TICS.2009.05.001
Margo Wilson, Martin Daly, Do pretty women inspire men to discount the future Proceedings of The Royal Society B: Biological Sciences. ,vol. 271, ,(2004) , 10.1098/RSBL.2003.0134