English
 
User Manual Privacy Policy Disclaimer Contact us
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
  Model uncertainty in sensorimotor learning and decision-making

Braun, D. (2015). Model uncertainty in sensorimotor learning and decision-making. Talk presented at IROS 2015 2nd Workshop on The Role of Human Sensorimotor Control in Surgical Robotics. Hamburg, Germany.

Item is

Basic

show hide
Item Permalink: http://hdl.handle.net/11858/00-001M-0000-002A-440A-5 Version Permalink: http://hdl.handle.net/21.11116/0000-0000-B4E0-7
Genre: Talk

Files

show Files

Locators

show

Creators

show
hide
 Creators:
Braun, D1, 2, Author              
Affiliations:
1Research Group Sensorimotor Learning and Decision-Making, Max Planck Institute for Biological Cybernetics, Max Planck Society, ou_1497809              
2Research Group Sensorimotor Learning and Decision-making, Max Planck Institute for Intelligent Systems, Max Planck Society, ou_1688138              

Content

show
hide
Free keywords: -
 Abstract: Recent advances in movement neuroscience suggest that sensorimotor control can be considered as a continuous decision-making process in complex environments in which uncertainty and task variability play a key role. Leading theories of motor control assume that the motor system learns probabilistic models and that motor behavior can be explained as the optimization of payoff or cost criteria under the expectation of these models. Here we discuss evidence that humans deviate from Bayes optimal behavior in their movements, because they are sensitive to model uncertainty. Furthermore, we discuss in how far model uncertainty can be incorporated in optimality models of sensorimotor behavior.

Details

show
hide
Language(s):
 Dates: 2015-10-02
 Publication Status: Published in print
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Method: -
 Identifiers: BibTex Citekey: Braun2015_2
 Degree: -

Event

show
hide
Title: IROS 2015 2nd Workshop on The Role of Human Sensorimotor Control in Surgical Robotics
Place of Event: Hamburg, Germany
Start-/End Date: -
Invited: Yes

Legal Case

show

Project information

show

Source

show