English
 
User Manual Privacy Policy Disclaimer Contact us
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  Betwixt fast and slow: Integrating model-free and model-based decision-making

Dayan, P., Keramati, M., Smittenaar, P., & Dolan, R. (2017). Betwixt fast and slow: Integrating model-free and model-based decision-making. Talk presented at 50th Annual Meeting of the Society for Mathematical Psychology, the European Mathematical Psychology Group, 15th Annual Meeting of the International Conference on Cognitive Modelling (MathPsych/ICCM 2017). Warwick, UK. 2017-07-22 - 2017-07-25.

Item is

Basic

show hide
Item Permalink: http://hdl.handle.net/21.11116/0000-0004-7E4E-9 Version Permalink: http://hdl.handle.net/21.11116/0000-0004-7E4F-8
Genre: Talk

Files

show Files

Creators

show
hide
 Creators:
Dayan, P1, Author              
Keramati, M, Author
Smittenaar, P, Author
Dolan, R, Author
Affiliations:
1External Organizations, ou_persistent22              

Content

show
hide
Free keywords: -
 Abstract: Behavioural and neural evidence reveals a retrospective, model-free or habitual pro- cess that caches returns previously garnered from available choices, and a prospec- tive, model-based or goal-directed one that putatively relies on mental simulation of the environment. There is much current interest in understanding how these faster and slower systems are integrated to take advantage of the beneficial computational properties of each. I will discuss a recent study looking theoretically and empirically at the incorporation of model-free values into model-based calculations. This is joint work with Mehdi Keramati, Peter Smittenaar and Ray Dolan.

Details

show
hide
Language(s):
 Dates: 2017-07
 Publication Status: Published online
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: -
 Degree: -

Event

show
hide
Title: 50th Annual Meeting of the Society for Mathematical Psychology, the European Mathematical Psychology Group, 15th Annual Meeting of the International Conference on Cognitive Modelling (MathPsych/ICCM 2017)
Place of Event: Warwick, UK
Start-/End Date: 2017-07-22 - 2017-07-25

Legal Case

show

Project information

show

Source 1

show
hide
Title: MathPsych 2017 ICCM
Source Genre: Proceedings
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 20 Identifier: -