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The computational roots of positivity and confirmation biases in reinforcement learning

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References

1979Prospect Theory: An Analysis of Decision under Risk48,459 cited
1998Confirmation Bias: A Ubiquitous Phenomenon in Many Guises7,230 cited
1991Anomalies: The Endowment Effect, Loss Aversion, and Status Quo Bias5,015 cited
2000Choices, Values, and Frames2,952 cited
1997Back to Bentham? Explorations of Experienced Utility2,517 cited
2002Self-Confidence and Personal Motivation1,549 cited
2003The psychology of doing nothing: Forms of decision avoidance result from reason and emotion.1,068 cited
2009The description–experience gap in risky choice916 cited
2016Mindful Economics: The Production, Consumption, and Value of Beliefs817 cited
1995Varieties of Confirmation Bias756 cited
2011How unrealistic optimism is maintained in the face of reality729 cited
2011The Good News-Bad News Effect: Asymmetric Processing of Objective Information about Yourself666 cited
2014Disorders of compulsivity: a common bias towards learning habits643 cited
2019When and why defaults influence decisions: a meta-analysis of default effects481 cited
2011The Influence of Affect on Beliefs, Preferences, and Financial Decisions424 cited

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2015Forming Beliefs: Why Valence Matters345 cited

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