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Can Monkeys Choose Optimally When Faced With Noisy Stimuli And Unequal Rewards?

Date:
February 16, 2009
Source:
Public Library of Science
Summary:
Even when faced with distractions, monkeys are able to consistently choose the path of greatest reward, according to a new study. The study adds to the growing evidence that animal foraging behavior can approach optimality, and could provide a basis for understanding the computations involved in this and related tasks.
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Even when faced with distractions, monkeys are able to consistently choose the path of greatest reward, according to a study conducted by researchers from Princeton and Stanford Universities. The study adds to the growing evidence that animal foraging behavior can approach optimality, and could provide a basis for understanding the computations involved in this and related tasks.

In the article, Feng and colleagues address ongoing experiments relating to monkeys' abilities to distinguish among moving stimuli. Monkeys were trained to identify the direction of motion of a field of randomly-moving dots, a fraction of which move coherently in one of two possible directions. But unlike most previous studies in which all correct choices were equally rewarded, different sized rewards were now associated with different stimuli, and the researchers developed a mathematical model to predict how the animals should balance sensory information and prior expectations regarding rewards, in order to maximize their net returns. The study is unique in that it assesses not only the accuracy of decisions, but also the overall harvesting efficiency.

Remarkably, the monkeys devised a near-optimal strategy. Across the course of several hundred choices in each daily session, with randomly interspersed coherence and reward conditions, their typical harvesting efficiency fell within 1-2% of the theoretical maximum. These findings reveal impressive decision-making ability, and raise important questions about the neural mechanisms that underlie it.


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The above story is based on materials provided by Public Library of Science. Note: Materials may be edited for content and length.


Journal Reference:

  1. Feng S, Holmes P, Rorie A, Newsome WT. Can Monkeys Choose Optimally When Faced with Noisy Stimuli and Unequal Rewards? PLoS Comput Biol, 5(2): e1000284 DOI: 10.1371/journal.pcbi.1000284

Cite This Page:

Public Library of Science. "Can Monkeys Choose Optimally When Faced With Noisy Stimuli And Unequal Rewards?." ScienceDaily. ScienceDaily, 16 February 2009. <www.sciencedaily.com/releases/2009/02/090212210706.htm>.
Public Library of Science. (2009, February 16). Can Monkeys Choose Optimally When Faced With Noisy Stimuli And Unequal Rewards?. ScienceDaily. Retrieved May 27, 2015 from www.sciencedaily.com/releases/2009/02/090212210706.htm
Public Library of Science. "Can Monkeys Choose Optimally When Faced With Noisy Stimuli And Unequal Rewards?." ScienceDaily. www.sciencedaily.com/releases/2009/02/090212210706.htm (accessed May 27, 2015).

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