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Updated: Oct 10, 2025

Visualizing Visual Adaptation
Published on: April 24, 2017
How the value of the environment controls persistence in visual search
Michael R Traner1, Ethan S Bromberg-Martin2, Ilya E Monosov1,2,3,4,5
1Department of Biomedical Engineering, Washington University, St. Louis, Missouri, United States of America.
Animals may seem slow when rewards are low, but this behavior reflects increased motivation to explore for better options. This foraging strategy optimizes reward discovery in uncertain environments.
Area of Science:
- Behavioral economics
- Neuroscience
- Animal cognition
Background:
- Foraging theory posits maximizing reward per unit time.
- Instrumental conditioning tasks show slower responses to low expected values, often termed a "reward-related bias."
- This bias is typically explained by reduced motivation, but alternative explanations exist.
Purpose of the Study:
- To investigate the motivational underpinnings of the reward-related bias in foraging behavior.
- To determine if slower responses to low-value environments reflect increased motivation to search for alternatives.
- To explore the adaptive significance of this search strategy in naturalistic settings.
Main Methods:
- Monkeys were trained to locate reward-associated visual targets in environments with varying values.
- Behavioral data, including response times and search patterns, were collected.
- An exploratory gaze analysis was performed to quantify environmental exploration.
- A novel computational model of foraging behavior was developed.
Main Results:
- The reward-related bias was observed and scaled with environmental value.
- Monkeys exhibited persistent searching even after target identification.
- Increased exploratory gaze towards environmental objects correlated with the bias.
- The computational model supported the adaptive nature of this search strategy.
Conclusions:
- The observed "suboptimal" foraging behavior is associated with heightened motivation to explore and find better alternatives, not reduced motivation.
- This strategy may be adaptive in natural environments where environmental cues provide partial information about uncertain rewards.
- Findings challenge traditional interpretations of reward-related biases in decision-making and foraging.
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