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Reward foraging task and model-based analysis reveal how fruit flies learn value of available options

https://doi.org/10.1371/journal.pone.0239616
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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An Introduction to Model Selection
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Information Theory and an Extension of the Maximum Likelihood Principle
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Sampling and decision rules used by honey bees in a foraging arena
inferredcites →https://doi.org/10.1016/0165-0270(84)90007-4openalex-snapshot
Developments of a water-maze procedure for studying spatial learning in the rat
inferredcites →https://doi.org/10.1016/j.beproc.2011.06.006openalex-snapshot
Behavioral responses to physical vs. social novelty in male and female laboratory rats
inferredcites →https://doi.org/10.1016/j.cell.2009.08.034openalex-snapshot
Writing Memories with Light-Addressable Reinforcement Circuitry
inferredcites →https://doi.org/10.1016/j.cell.2009.12.044openalex-snapshot
Forgetting Is Regulated through Rac Activity in Drosophila
inferredcites →https://doi.org/10.1016/j.cub.2011.03.032openalex-snapshot
Remembering Nutrient Quality of Sugar in Drosophila
inferredcites →https://doi.org/10.1016/j.cub.2011.03.058openalex-snapshot
Drosophila Evaluates and Learns the Nutritional Value of Sugars
inferredcites →https://doi.org/10.1016/j.cub.2017.06.026openalex-snapshot
Idiothetic Path Integration in the Fruit Fly Drosophila melanogaster
inferredcites →https://doi.org/10.1016/j.cub.2019.03.004openalex-snapshot
Diverse Food-Sensing Neurons Trigger Idiothetic Local Search in Drosophila
inferredcites →https://doi.org/10.1016/j.cub.2019.06.045openalex-snapshot
Learning a Spatial Task by Trial and Error in Drosophila
inferredcites →https://doi.org/10.1016/j.jmp.2015.03.006openalex-snapshot
The relation between reinforcement learning parameters and the influence of reinforcement history on choice behavior
inferredcites →https://doi.org/10.1016/j.neuron.2008.12.033openalex-snapshot
Motor Control in a Drosophila Taste Circuit
inferredcites →https://doi.org/10.1016/j.neuron.2010.03.033openalex-snapshot
Distinct Roles of Rodent Orbitofrontal and Medial Prefrontal Cortex in Decision Making
inferredcites →https://doi.org/10.1016/j.neuron.2012.04.007openalex-snapshot
Dopamine Is Required for Learning and Forgetting in Drosophila
inferredcites →https://doi.org/10.1016/j.neuron.2013.10.018openalex-snapshot
Autonomous Mechanism of Internal Choice Estimate Underlies Decision Inertia
inferredcites →https://doi.org/10.1016/j.neuron.2017.05.039openalex-snapshot
The Biology of Forgetting—A Perspective
inferredcites →https://doi.org/10.1016/j.neuron.2019.06.001openalex-snapshot
Stable Representations of Decision Variables for Flexible Behavior
inferredcites →https://doi.org/10.1016/j.tics.2008.03.006openalex-snapshot
Dialogues on prediction errors
inferredcites →https://doi.org/10.1017/s0140525x18000948openalex-snapshot
How foraging works: Uncertainty magnifies food-seeking motivation
inferredcites →https://doi.org/10.1038/35083500openalex-snapshot
Dopamine responses comply with basic assumptions of formal learning theory
inferredcites →https://doi.org/10.1038/nature10131openalex-snapshot
Visual place learning in Drosophila melanogaster
inferredcites →https://doi.org/10.1038/nature10754openalex-snapshot
Neuron-type-specific signals for reward and punishment in the ventral tegmental area
inferredcites →https://doi.org/10.1038/ncomms16150openalex-snapshot
Correction: Corrigendum: The extracellular interactome of the human adenovirus family reveals diverse strategies for immunomodulation
inferredcites →https://doi.org/10.1038/nmeth.2836openalex-snapshot
Independent optical excitation of distinct neural populations
inferredcites →https://doi.org/10.1038/nn.3812openalex-snapshot
Big behavioral data: psychology, ethology and the foundations of neuroscience
inferredcites →https://doi.org/10.1038/nn.3827openalex-snapshot
Neural correlates of water reward in thirsty Drosophila
inferredcites →https://doi.org/10.1038/nn1209openalex-snapshot
Prefrontal cortex and decision making in a mixed-strategy game
inferredcites →https://doi.org/10.1038/nrn1666openalex-snapshot
Choosing the greater of two goods: neural currencies for valuation and decision making
inferredcites →https://doi.org/10.1038/s41467-017-01356-zopenalex-snapshot
History-based action selection bias in posterior parietal cortex
inferredcites →https://doi.org/10.1038/s41467-017-01989-0openalex-snapshot
Ingestion of artificial sweeteners leads to caloric frustration memory in Drosophila
inferredcites →https://doi.org/10.1038/s41593-019-0533-xopenalex-snapshot
Unsupervised identification of the internal states that shape natural behavior
inferredcites →https://doi.org/10.1038/s41598-019-42244-4openalex-snapshot
The serial blocking effect: a testbed for the neural mechanisms of temporal-difference learning
inferredcites →https://doi.org/10.1038/s41598-019-42710-zopenalex-snapshot
Enhanced nonlinear magneto-optical rotation in cold atoms: A theoretical study
inferredcites →https://doi.org/10.1038/srep00361openalex-snapshot
A high-throughput behavioral paradigm for Drosophila olfaction - The Flywalk
inferredcites →https://doi.org/10.1073/pnas.1512792112openalex-snapshot
Dissecting neural pathways for forgetting in Drosophila olfactory aversive memory
inferredcites →https://doi.org/10.1073/pnas.1607601113openalex-snapshot
Predictability and hierarchy in Drosophila behavior
inferredcites →https://doi.org/10.1073/pnas.1703440114openalex-snapshot
Optimal decision making and matching are tied through diminishing returns
inferredcites →https://doi.org/10.1073/pnas.1710552114openalex-snapshot
Dissection of the Drosophila neuropeptide F circuit using a high-throughput two-choice assay
inferredcites →https://doi.org/10.1073/pnas.2135339100openalex-snapshot
Drosophila Gr5a encodes a taste receptor tuned to trehalose
inferredcites →https://doi.org/10.1088/1478-3975/14/1/015002openalex-snapshot
Systematic exploration of unsupervised methods for mapping behavior
inferredcites →https://doi.org/10.1098/rsif.2014.0672openalex-snapshot
Mapping the stereotyped behaviour of freely moving fruit flies
inferredcites →https://doi.org/10.1101/lm.7.2.104openalex-snapshot
The Operant and the Classical in Conditioned Orientation of Drosophila melanogaster at the Flight Simulator
inferredcites →https://doi.org/10.1109/tnn.1998.712192openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1109/tnn.2004.842673openalex-snapshot
Reinforcement Learning: An Introduction
inferredcites →https://doi.org/10.1146/annurev-neuro-062111-150512openalex-snapshot
Neural Basis of Reinforcement Learning and Decision Making
inferredcites →https://doi.org/10.1146/annurev.ps.36.020185.001041openalex-snapshot
The Ecology of Foraging Behavior: Implications for Animal Learning and Memory
inferredcites →https://doi.org/10.1371/journal.pcbi.1003640openalex-snapshot
A Normative Theory of Forgetting: Lessons from the Fruit Fly
inferredcites →https://doi.org/10.1523/jneurosci.6157-08.2009openalex-snapshot
Validation of Decision-Making Models and Analysis of Decision Variables in the Rat Basal Ganglia
inferredcites →https://doi.org/10.1901/jeab.2005.110-04openalex-snapshot
DYNAMIC RESPONSE-BY-RESPONSE MODELS OF MATCHING BEHAVIOR IN RHESUS MONKEYS
inferredcites →https://doi.org/10.3109/01677063.2012.700266openalex-snapshot
Avoidance of Heat and Attraction to Optogenetically Induced Sugar Sensation as Operant Behavior in Adult Drosophila
inferredcites →https://doi.org/10.3389/fnbeh.2018.00280openalex-snapshot
Sugar Intake Elicits Intelligent Searching Behavior in Flies and Honey Bees
inferredcites →https://doi.org/10.3389/fpsyg.2012.00606openalex-snapshot
Robust Correlation Analyses: False Positive and Power Validation Using a New Open Source Matlab Toolbox
inferredcites →https://doi.org/10.3758/cabn.8.4.429openalex-snapshot
Decision theory, reinforcement learning, and the brain
inferredcites →https://doi.org/10.3758/cabn.8.4.475openalex-snapshot
Decision ecology: Foraging and the ecology of animal decision making
inferredcites →https://doi.org/10.7554/elife.37815openalex-snapshot
Elementary sensory-motor transformations underlying olfactory navigation in walking fruit-flies

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4846519openalex-extracted
Exploration-Exploitation Trade-Off is Regulated by Metabolic State and Taste Value In Drosophila
inferred← citeshttps://doi.org/10.1002/ece3.71261openalex-snapshot
Sex‐Specific Effects of Social Environment on Behaviour and Their Correlations in Drosophila melanogaster
inferred← citeshttps://doi.org/10.1007/978-3-031-69457-8_62openalex-snapshot
Study of Optimal Stimulation Parameters in Drosophila Based on a Baseline Control Model
inferred← citeshttps://doi.org/10.1073/pnas.2221415120openalex-snapshot
Reward expectations direct learning and drive operant matching in Drosophila
inferred← citeshttps://doi.org/10.1101/2020.12.10.419622openalex-snapshot
Long-lasting impact of starvation experience on fly activity and place preference
inferred← citeshttps://doi.org/10.1103/physreve.110.014304openalex-snapshot
Irreversibility in belief dynamics: Unraveling the link to cognitive effort
inferred← citeshttps://doi.org/10.1111/ejn.15881openalex-snapshot
Towards a unified vision on animal navigation
inferred← citeshttps://doi.org/10.3389/fnbeh.2021.640146openalex-snapshot
The Panopticon—Assessing the Effect of Starvation on Prolonged Fly Activity and Place Preference
inferred← citeshttps://doi.org/10.7554/elife.90905openalex-snapshot
Altered reactivity to threatening stimuli in Drosophila models of Parkinson’s disease, revealed by a trial-based assay
inferred← citeshttps://doi.org/10.7554/elife.90905.2openalex-snapshot
Altered reactivity to threatening stimuli in Drosophila models of Parkinson’s disease, revealed by a trial-based assay
inferred← citeshttps://doi.org/10.7554/elife.90905.3openalex-snapshot
Altered reactivity to threatening stimuli in Drosophila models of Parkinson’s disease, revealed by a trial-based assay
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