A Model of Reward- and Effort-Based Optimal Decision Making and Motor Control

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A Model of Reward- and Effort-Based Optimal Decision Making and Motor Control

Costs (e.g. energetic expenditure) and benefits (e.g. food) are central determinants of behavior. In ecology and economics, they are combined to form a utility function which is maximized to guide choices. This principle is widely used in neuroscience as a normative model of decision and action, but current versions of this model fail to consider how decisions are actually converted into action...

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A Representation of Effort in Decision-Making and Motor Control

Given two rewarding stimuli, animals tend to choose the more rewarding (or less effortful) option. However, they also move faster toward that stimulus [1-5]. This suggests that reward and effort not only affect decision-making, they also influence motor control [6, 7]. How does the brain compute the effort requirements of a task? Here, we considered data acquired during walking, reaching, flyin...

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Correction: Perceived Effort for Motor Control and Decision-Making

[This corrects the article DOI: 10.1371/journal.pbio.2002885.].

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Perceived effort for motor control and decision-making

How effort is internally quantified and how it influences both movement generation and decisions between potential movements are 2 difficult questions to answer. Physical costs are known to influence motor control and decision-making, yet we lack a general, principled characterization of how the perception of effort operates across tasks and conditions. Morel and colleagues introduce an insight...

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ژورنال

عنوان ژورنال: PLoS Computational Biology

سال: 2012

ISSN: 1553-7358

DOI: 10.1371/journal.pcbi.1002716