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The algorithmic neuroanatomy of action-outcome learning

https://doi.org/10.1101/137851
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What this work says

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

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Bayesian learning theory applied to human cognition
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The role of prelimbic cortex in instrumental conditioning
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The ubiquity of model-based reinforcement learning
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PsychoPy—Psychophysics software in Python
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Dynamic causal modelling: A critical review of the biophysical and statistical foundations
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States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning
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Medial Orbitofrontal Cortex Mediates Outcome Retrieval in Partially Observable Task Situations
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Goal-directed instrumental action: contingency and incentive learning and their cortical substrates
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Inferring causal networks from observations and interventions
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Causality
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From semantic analogy to theoretical confusion?
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Does the brain implement the Kalman filter?
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Rating causal relations: Role of probability in judgments of response-outcome contingency.
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Learned helplessness: Theory and evidence.
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Learning and selective attention
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Dopamine-dependent prediction errors underpin reward-seeking behaviour in humans
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Action-value comparisons in the dorsolateral prefrontal cortex control choice between goal-directed actions
inferredcites →https://doi.org/10.1038/nn.2921openalex-snapshot
Medial prefrontal cortex as an action-outcome predictor
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Probabilistic brains: knowns and unknowns
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Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control
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Human and Rodent Homologies in Action Control: Corticostriatal Determinants of Goal-Directed and Habitual Action
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Subsecond dopamine fluctuations in human striatum encode superposed error signals about actual and counterfactual reward
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Understanding the Kalman Filter
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Contiguity and the outcome density bias in action-outcome contingency judgements.
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Within Compound Associations Mediate the Retrospective Revaluation of Causality Judgements
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Causal Learning
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What the Success of Brain Imaging Implies about the Neural Code
inferredcites →https://doi.org/10.1111/j.1460-9568.2005.04219.xopenalex-snapshot
Blockade of NMDA receptors in the dorsomedial striatum prevents action–outcome learning in instrumental conditioning
inferredcites →https://doi.org/10.1126/science.1094285openalex-snapshot
Dissociable Roles of Ventral and Dorsal Striatum in Instrumental Conditioning
inferredcites →https://doi.org/10.1126/science.1171203openalex-snapshot
Chronic Stress Causes Frontostriatal Reorganization and Affects Decision-Making
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Causal Learning and Inference as a Rational Process: The New Synthesis
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Human Neural Learning Depends on Reward Prediction Errors in the Blocking Paradigm
inferredcites →https://doi.org/10.1196/annals.1401.033openalex-snapshot
The Contribution of Orbitofrontal Cortex to Action Selection
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Orthogonalization of Regressors in fMRI Models
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A Role for Medial Prefrontal Dopaminergic Innervation in Instrumental Conditioning
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Calculating Consequences: Brain Systems That Encode the Causal Effects of Actions
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Orbitofrontal Cortex Mediates Outcome Encoding in Pavlovian But Not Instrumental Conditioning
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THE EFFECT OF CONTINGENCY UPON THE APPETITIVE CONDITIONING OF FREE‐OPERANT BEHAVIOR
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Generating stimuli for neuroscience using PsychoPy
inferredcites →https://doi.org/10.3758/bf03197139openalex-snapshot
Instrumental judgment and performance under variations in action-outcome contingency and contiguity
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A note on measurement of contingency between two binary variables in judgment tasks
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Action-Effect Contingency Judgment Tasks Foster Normative Causal Reasoning

What points at this work

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

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Goal-Directed Deficits in Schizophrenia
inferred← citeshttps://doi.org/10.1016/j.neubiorev.2019.09.017openalex-snapshot
Contributions of the basal ganglia to action sequence learning and performance
inferred← citeshttps://doi.org/10.1038/s41398-018-0103-0openalex-snapshot
Impairments in action–outcome learning in schizophrenia
inferred← citeshttps://doi.org/10.1101/2019.12.23.887398openalex-snapshot
Topographic functional interactions between caudate and cortex are organized by network and degrade with age
inferred← citeshttps://doi.org/10.1101/544551openalex-snapshot
Electrophysiological correlates of state transition prediction errors
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Neurophysiological and computational bases of goal-directed behavior
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