Paper Citation Record · LEDGER

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making

As of 16 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.08049.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2505.08049 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

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measured 30 of 30 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

30 of 30 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5da3872f-864f-4f67-8228-91ce708b8c62 · outbound

This paper cites Confirmation bias in human reinforcement learning: Evidence from counterfactual feedback processing.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Confirmation bias in human reinforcement learning: Evidence from counterfactual feedback processing

Reference 1

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This paper cites Behavioural and neural characterization of optimistic reinforcement learning.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Behavioural and neural characterization of optimistic reinforcement learning

Reference 2

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This paper cites den Ouden, Nathaniel D.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making den Ouden, Nathaniel D

Reference 3

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This paper cites Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Genetic triple dissociation reveals multiple roles for dopamine in reinforcement learning

Reference 4

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This paper cites Information about action outcomes differentially affects learning from self-determined versus imposed choices.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Information about action outcomes differentially affects learning from self-determined versus imposed choices

Reference 5

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Observation 0aab1f52-55e9-4226-b519-5724f045dae7 · outbound

This paper cites Modeling changes in probabilistic reinforcement learning during adolescence.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Modeling changes in probabilistic reinforcement learning during adolescence

Reference 6

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Observation 9ce306f7-6851-4665-bf15-25ce82a1603b · outbound

This paper cites Antisocial punishment across societies.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Antisocial punishment across societies

Reference 7

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This paper cites Bounded rational agents playing a public goods game.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Bounded rational agents playing a public goods game

Reference 8

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Observation 5daee01d-38b5-48c0-8bc7-c6a90b888d37 · outbound

This paper cites Bounded learning and planning in public goods games.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Bounded learning and planning in public goods games

Reference 9

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Observation 8bef8669-b373-4e7f-8bcd-6e7ede9dfdd5 · outbound

This paper cites Confusion cannot explain cooperative behavior in public goods games.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Confusion cannot explain cooperative behavior in public goods games

Reference 10

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Observation 1fce9b22-0cf8-4387-825a-f044d629f138 · outbound

This paper cites Partners versus strangers: Random rematching in public goods experiments.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Partners versus strangers: Random rematching in public goods experiments

Reference 11

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This paper cites Lee, and Eric-Jan Wagenmakers.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Lee, and Eric-Jan Wagenmakers

Reference 12

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This paper cites Forgetful bayes and myopic planning: Human learning and decision-making in a bandit setting.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Forgetful bayes and myopic planning: Human learning and decision-making in a bandit setting

Reference 13

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Observation a03de4cb-c0b0-42b5-8419-1f51d66e5775 · outbound

This paper cites Humans use directed and random exploration to solve the explore--exploit dilemma.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Humans use directed and random exploration to solve the explore--exploit dilemma

Reference 14

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This paper cites Brown, Michael N.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Brown, Michael N

Reference 15

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This paper cites Time pressure changes how people explore and respond to uncertainty.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Time pressure changes how people explore and respond to uncertainty

Reference 16

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This paper cites Katehakis and Arthur F.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Katehakis and Arthur F

Reference 17

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This paper cites The asymmetric learning rates of murine exploratory behavior in sparse reward environments.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making The asymmetric learning rates of murine exploratory behavior in sparse reward environments

Reference 18

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Flexible combination of reward information across primates

Reference 19

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Theoretical neuroscience: computational and mathematical modeling of neural systems

Reference 20

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This paper cites Optimal information processing and bayes's theorem.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Optimal information processing and bayes's theorem

Reference 21

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Towards a mathematical theory of cortical micro-circuits

Reference 22

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Bayesian models of cognition

Reference 23

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making The statistical structures of reinforcement learning with asymmetric value updates

Reference 24

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Handbook of stochastic methods for physics, chemistry and the natural sciences

Reference 25

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Optimal Learning: Computational procedures for Bayes-adaptive Markov decision processes

Reference 26

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Probability models in engineering and science, volume 192

Reference 27

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This paper cites A Normative Account of Confirmation Bias During Reinforcement Learning.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making A Normative Account of Confirmation Bias During Reinforcement Learning

Reference 28

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This paper cites Moderate confirmation bias enhances decision-making in groups of reinforcement-learning agents.

Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making Moderate confirmation bias enhances decision-making in groups of reinforcement-learning agents

Reference 29

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Bias or Optimality? Disentangling Bayesian Inference and Learning Biases in Human Decision-Making write newline

Reference 30

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Pith citing papers

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